Definition

Cabinet-free automation is an industrial automation approach that eliminates the need for traditional control cabinets by integrating key components—such as power supplies, controllers, drives, input/output modules, and communication interfaces—directly into modular, decentralized systems mounted on or near the machine itself. This direct integration replaces centralized enclosures with compact, robust hardware that performs all necessary automation functions without a separate control cabinet.[1]

The fundamental distinction from conventional cabinet-based systems lies in the absence of a dedicated enclosure for housing control hardware. Instead, automation components are distributed across the machine structure using pluggable, standardized connections, enabling a decentralized architecture that reduces wiring complexity and supports machine-mounted installation in industrial environments.[4]

High ingress protection ratings, such as IP67, are often incorporated to allow these integrated systems to withstand harsh conditions like dust, moisture, and mechanical stress, making cabinet-free automation suitable for direct exposure on machines.[1]

Core principles

The core principles of cabinet-free automation center on decentralization, modularity, and plug-and-play integration to eliminate traditional control cabinets while maintaining full functionality in industrial machines and systems.[1]

Decentralization relocates power supplies, controllers, drives, I/O modules, and communication interfaces from centralized cabinets to the machine level, mounting them directly on or near the machine in robust, IP-rated enclosures.[5] This shifts control elements closer to sensors and actuators, shortening cable routes and distributing automation functions where they are operationally required.[6]

Modularity enables scalable configurations through standardized interfaces, such as baseplates or backplanes, that serve as mechanical and electrical platforms for combining interchangeable function modules covering power distribution, control, I/O, and drives.[5] These components can be freely selected and arranged to match specific application demands, supporting flexible adaptation without redesigning the entire system.[2]

Plug-and-play design relies on standardized connectors that allow modules to be inserted and secured quickly, often with captive screws or simple locking mechanisms, eliminating extensive manual wiring and reducing the need for specialized electrical expertise during installation.[1] Pre-assembled cables further streamline assembly and enable hot-swappable components.[6]

Hybrid cables, which transmit both power and data over a single line, minimize wiring complexity, reduce potential error sources, and support efficient power and signal distribution across the decentralized setup.[5] In many systems, real-time industrial Ethernet protocols such as EtherCAT provide the underlying communication backbone for seamless integration and diagnostics.[5]

Comparison to traditional cabinet-based systems

Traditional cabinet-based automation relies on centralized control cabinets that house power supplies, controllers, drives, I/O modules, and communication hardware in a single enclosure, requiring extensive individual wiring from the cabinet to machine-mounted sensors, actuators, and drives.[1][5] In contrast, cabinet-free automation decentralizes these components into modular, IP67-rated systems that mount directly on or near the machine, integrating power, control, and drive functions without a separate cabinet.[1][2]

Architecturally, cabinet-based systems centralize all automation hardware in large enclosures, often necessitating significant space for cooling, wiring ducts, and maintenance access, while cabinet-free approaches distribute modular function blocks across the machine structure for a more compact and flexible layout.[5][2] For example, Beckhoff's MX-System uses a baseplate with plug-in function modules to replace the centralized cabinet entirely, and Bosch Rexroth's IndraDrive Mi employs motor-integrated or near-motor servo drives connected via hybrid cables.[1][7]

Wiring in traditional systems involves complex, labor-intensive individual connections that can span long distances and account for a substantial portion of installation effort, often prone to errors.[5] Cabinet-free systems reduce this through plug-and-play hybrid cables that combine power, signals, and data, achieving up to 90% less wiring in implementations such as IndraDrive Mi, where one or two cables connect drives in series instead of multiple individual runs.[2][7] The Beckhoff MX-System eliminates manual wiring by using standardized connectors on pre-assembled interfaces.[1]

Footprint and installation requirements differ markedly: traditional cabinets occupy large floor or wall space with dimensions typically around 800 mm × 1600 mm × 400 mm and require skilled electricians for extended assembly times, often exceeding 24 hours.[1] Cabinet-free systems substantially shrink the overall machine footprint by integrating components directly into the machine structure and enable faster setup—often around 1 hour with minimal tools and non-specialist personnel—due to their modular, plug-in design.[1][5] This also reduces associated cooling needs, as decentralized placement eliminates the concentrated heat load of a central cabinet.[7]

Early concepts in decentralized automation

The shift toward decentralized automation began in the late 1980s and accelerated through the 1990s as industrial systems moved away from fully centralized architectures, where programmable logic controllers (PLCs) handled all control logic, input/output (I/O), and drive management from a single location.[8] This transition addressed limitations such as extensive cabling, high wiring complexity, and reduced flexibility in centralized setups by distributing intelligence and functions closer to field devices.[9]

Fieldbus technologies emerged as a foundational enabler of this decentralization during the 1980s and 1990s, providing standardized digital communication networks for real-time interaction among sensors, actuators, PLCs, I/O modules, and drives.[8] Protocols such as PROFIBUS (initiated in Germany in 1984) and CAN (developed by Bosch in 1983) allowed field devices to connect over shared buses, reducing point-to-point wiring and supporting distributed control.[8] By the early 1990s, PROFIBUS DP became prominent for factory automation, enabling direct, high-performance communication between controllers and field devices, including variable-speed drives.[10]

Distributed I/O systems represented a key step in this evolution, with remote I/O modules positioned near machines and connected via fieldbus networks rather than centralized racks.[9] This approach minimized cabling runs and improved modularity, allowing scalable system designs while maintaining centralized PLC oversight for logic execution.[8]

Decentralized drives further advanced the concept in the 1990s, as drives integrated fieldbus interfaces to receive setpoints, provide status feedback, and handle parameter management directly over the network.[10] The PROFIdrive profile, initiated in 1991 and formalized in Version 2.0 by 1997, standardized drive behavior across vendors, supporting applications from simple frequency converters to servo drives for motion control.[10] Features such as isochronous communication in PROFIBUS enabled synchronized operation of decentralized servo drives, distributing motion control tasks and replacing mechanical linkages with electronic coordination.[10]

These early developments laid the groundwork for more advanced decentralization by shifting automation intelligence toward the field level, though full integration of power, control, and I/O in compact, machine-mounted units remained limited until later innovations.[9]

Emergence of cabinet-free systems

The emergence of fully cabinet-free systems gained traction in the late 2010s and early 2020s, representing a conceptual shift from decentralized components to integrated, machine-mounted automation architectures that eliminate traditional control cabinets entirely. This transition enabled compact, modular designs where power supplies, controllers, drives, I/O, and communication interfaces operate directly on or near machines in IP67-rated enclosures, supporting greater flexibility and scalability in industrial applications.[11]

The primary drivers for this development stemmed from Industry 4.0 principles, which demanded greater modularity, rapid reconfiguration, reduced machine footprints, and improved efficiency to meet demands for smart manufacturing and space-constrained production environments. Cabinet elimination addressed longstanding limitations of centralized cabinets, such as excessive floor space consumption, complex wiring, higher installation costs, and increased points of failure, while enabling distributed intelligence for faster local decision-making and data acquisition.[11]

Early efforts toward cabinet-free designs included IP67-rated integrated systems designed for direct machine mounting in harsh conditions, with innovations in encapsulated controllers and I/O modules reducing wiring complexity and enhancing flexibility in modular setups. These laid groundwork for more comprehensive integrations of control, power, and drive functions in fully cabinet-free architectures.

Advancements by leading automation providers, including Beckhoff, built on these foundations to realize plug-and-play, IP67-protected systems that achieve complete cabinet elimination while aligning with Industry 4.0 goals of leaner, more adaptive machine building.[11]

Key milestones and introductions

A key milestone in the evolution of cabinet-free automation was the release of Bosch Rexroth's IndraDrive Mi in 2007, which pioneered cabinet-free drive technology by integrating motor-integrated servo drives and power supply components directly into the machine, eliminating traditional control cabinets for drive systems.[7]

This decentralized approach enabled flexible, scalable machine designs with reduced wiring and installation effort.[7]

A significant advancement followed with Beckhoff's introduction of the MX-System in November 2021, a modular, pluggable system that fully replaces conventional control cabinets by bundling controllers, power supplies, drives, I/O, and communication into IP67-rated modules mounted directly on or near machines.[12]

The MX-System was recognized for its contribution to Industry 4.0 principles when it received the Industrie 4.0 Innovation Award in November 2023, taking first place based on evaluations by an expert jury and readers of etz elektrotechnik & automation and openautomation.[13]

It also earned the Red Dot Award in the "Best of the Best" category and the iF Design Award for its pioneering design and innovative potential.[1]

Decentralized integration and modularity

Cabinet-free automation achieves decentralized integration by relocating automation components—such as controllers, I/O, drives, and power supplies—from centralized control cabinets to direct mounting on or near machines, distributing functions across the system for greater flexibility and reduced cabling.[1] This approach enables modular designs where individual components can be independently configured, expanded, or replaced to suit specific machine requirements without disrupting the overall architecture.[14]

Modularity relies on baseplates that serve as scalable backbones, incorporating electrical backplanes for power distribution, communication, and diagnostics through standardized connectors. Pluggable function modules, encompassing industrial PCs, I/O units, drives, and relays, attach directly to these baseplates via plug-and-play interfaces, eliminating extensive wiring and enabling rapid assembly or reconfiguration by non-specialized personnel.[1] The design supports hot-swapping of modules in many implementations and allows for flexible topologies, often leveraging real-time communication protocols like EtherCAT embedded in modules for seamless connectivity.[14]

Protection against harsh industrial environments is provided by IP67-rated enclosures, achieved through double sealing principles applied to housings and connectors to prevent dust and water ingress. Robust housing materials, such as metal with chrome plating or varnished finishes, ensure mechanical durability, electromagnetic compatibility, and resistance to oils, cleaning agents, and temperature variations, allowing reliable operation without additional protective enclosures.[1] Similar modular decentralized platforms employ compact, IP65/IP67-rated modules with quick-connection systems and integrated backplanes for secure, error-free installation in demanding conditions.[15][16]

Power supply and distribution

In cabinet-free automation, power supply and distribution are integrated directly into modular components, eliminating separate control cabinets and enabling decentralized, on-machine placement. This approach uses dedicated infeed modules to introduce power, specialized supply modules to generate required voltages, and baseplates or hybrid cabling for efficient forwarding and distribution across the system.[17]

In Beckhoff's MX-System, power infeed is handled by MS1xxx modules supplying protective extra-low voltages and low voltages, alongside MS2xxx EtherCAT power infeed modules that integrate stations into the EtherCAT network while providing power. Power supply modules (MS6xxx series) generate 24 V DC or 48 V DC in various power classes, with distribution occurring via the baseplate, where multiple potentials are made available to function modules. Power output modules (MS3xxx and MS4xxx) enable protected forwarding to substations, with cable protection and EtherCAT integration for extended distribution. Standardized connectors on the baseplate facilitate power forwarding, eliminating traditional wiring.[17][1]

Hybrid cables combine power signals, data communication, and EtherCAT in a single connector, simplifying connections and supporting power forwarding across modules. This design reduces cabling complexity while maintaining reliable distribution in IP67-rated environments. The MX-System complies with UL, CSA, and IEC certifications for global applicability without modifications.[1]

Bosch Rexroth's IndraDrive Mi employs a similar decentralized strategy, with hybrid cables daisy-chaining up to 30 drives in a string for combined power and communication distribution, eliminating distributor boxes and reducing wiring significantly. A supply module provides regulated DC bus voltage (typically 750 V), distributed via the common DC bus for energy sharing across drives. This enables flexible, scalable power forwarding directly within the machine.[7]

Control and communication

In cabinet-free automation, control and communication functions are integrated directly into modular, IP67-rated system components mounted on or near machines, eliminating traditional centralized control cabinets. Control is typically performed by embedded industrial PCs (IPCs) or compact controllers that deliver PC-based automation capabilities with high processing power and scalability, enabling direct execution of control logic close to the process. For instance, some systems incorporate dedicated IPC modules to handle the central control tasks.[1]

Real-time communication relies on industrial Ethernet fieldbus protocols, with EtherCAT being a prominent choice due to its deterministic performance and efficiency. EtherCAT operates on the master-slave principle, where a single Ethernet frame passes through all nodes and data is processed on the fly by hardware-based EtherCAT Slave Controllers, achieving cycle times in the sub-millisecond range and nanosecond-level synchronization via distributed clocks. This enables precise coordination of distributed components without additional switches or hubs, supporting flexible topologies such as line, tree, or ring configurations.[18]

Hot-swapping and hot-connect features are supported in many cabinet-free systems through the communication protocol, allowing modules or network segments to be added, removed, or replaced during operation without interrupting the overall system. This is facilitated by automatic node detection, dynamic reconfiguration, and minimal recovery times (often under 15 µs in redundant setups).[18]

Diagnostics are comprehensive and real-time, leveraging the fieldbus protocol for continuous monitoring and fault localization. EtherCAT-based implementations provide tools such as CRC checks, error counters, path quality assessment, and topology comparison during startup and runtime, enabling rapid identification of communication issues, cable faults, or hardware problems. These diagnostics are often accessible via centralized software interfaces or mobile apps with wireless connectivity (e.g., Bluetooth) for read-only access, supporting predictive maintenance and minimizing downtime in decentralized architectures.[19][18]

I/O and drive integration

In cabinet-free automation, the integration of input/output (I/O) and drive systems eliminates the need for centralized control cabinets by incorporating these functions into compact, modular, IP67-rated units mounted directly on or near machines. This decentralized approach combines multi-axis servo drives and versatile I/O interfaces within rugged housings, enabling plug-and-play connectivity, reduced wiring, and direct motion control at the point of use.[1][20]

Beckhoff's MX-System exemplifies this integration through dedicated pluggable modules. I/O modules (MOxxxx series) handle a wide range of digital, analog, and specialized signals required for sensors, actuators, and process monitoring, aligning with Beckhoff's extensive EtherCAT I/O portfolio for real-time communication and diagnostics. Drive modules (MDxxxx series) provide multi-axis servo and variable frequency drive capabilities, supporting diverse motor types and power levels in compact configurations. These modules mount onto standardized baseplates that supply EtherCAT networking, power distribution, and diagnostic data via a backplane, enabling hot-swappable installation without specialized wiring.[1]

Drive integration in the MX-System uses hybrid connectors (such as B17 or B23) that combine motor power, One Cable Technology (OCT) feedback, brake control, and motor temperature sensing via RTDs, streamlining connections and supporting precise motion control. Multi-axis setups consolidate multiple drives into single modules, reducing footprint and enhancing scalability for complex machine applications. The IP67-rated design protects against dust, water, and harsh environments, allowing reliable operation directly in the machine workspace.[21][1]

Bosch Rexroth's IndraDrive Mi complements this trend with intelligent, near-motor or motor-integrated servo drives that support cabinet-free configurations through modular, plug-and-play cabling, though its primary focus remains on drive electronics rather than combined I/O integration.[2]

This combined I/O and drive approach minimizes cable lengths, simplifies assembly, and enables faster diagnostics, making it well-suited for modular, Industry 4.0-aligned machine designs.[1][20]

Beckhoff MX-System

The MX-System from Beckhoff Automation is a modular, pluggable automation platform that achieves complete control cabinet-free machine and system designs by integrating power supply, control, I/O, drives, and other functions into IP67-rated modules mounted directly on or near the machine.[1]

The system is built around scalable baseplates of the MBxxxx series, which provide mechanical mounting, electrical power distribution, EtherCAT communication, and diagnostic functions via standardized connectors and slots (up to 32 per row in one-, two-, or three-row configurations).[5] Function modules are plugged into these baseplates and include industrial PC modules (MCxxxx) for scalable PC-based control, I/O modules (MOxxxx) covering Beckhoff's full signal range, drive modules (MDxxxx) for multi-axis servo and asynchronous drives, relay modules (MRxxxx) for safe power switching, and system modules (MSxxxx) for power infeed, networking, and infrastructure.[1]

The MX-System achieves IP67 protection through a double sealing principle in its aluminum or zinc die-cast housings, combined with chrome-plated, varnish-finished metal construction resistant to oil and cleaning agents.[1] EtherCAT communication is fully integrated into every module via baseplate data interfaces, enabling real-time performance, hot swapping, parameterization, and diagnostics.[5] The plug-and-play concept relies on standardized connectors and hybrid cables, allowing non-specialists to assemble the system without manual wiring, typically in about one hour for configurations equivalent to traditional control cabinets.[5] It operates reliably in ambient temperatures from 0°C to 50°C.[1]

A representative application is Schirmer Maschinen GmbH's 14-meter PVC profile processing center for window frames and sashes, which employs 11 MX-System baseplates and 118 function modules (including 39 system modules, 34 I/O modules with 28 for compact drive technology, 7 relay modules, and 37 drive modules) to automate processes such as drilling, milling, punching, cutting, and handling of 6-meter profile bars.[22]

The MX-System has received the Industrie 4.0 Innovation Award (first place from VDE Verlag), Red Dot Award "Best of the Best", and iF Design Award for its contributions to modular automation and design.[1]

Bosch Rexroth IndraDrive Mi

Bosch Rexroth IndraDrive Mi is a modular, cabinet-free drive system developed by Bosch Rexroth that integrates motor-integrated and near-motor servo-drives with corresponding power supply components directly into or adjacent to machines.[23] This approach eliminates traditional control cabinets by decentralizing drive electronics, enabling distributed automation through intelligent drives and power supplies that support complex single- and multi-axis applications.[2]

The system uses modern plug-and-play cabling and hybrid cables that combine power, encoder feedback, and communication into single connections, achieving up to 90% reduction in cabling compared to conventional setups.[2] This design minimizes wiring efforts, simplifies installation, and reduces connection points, while allowing up to 30 drives to connect in series over distances up to 200 meters.[23]

IndraDrive Mi's modular architecture permits the addition or removal of drive modules without requiring cabinet modifications, facilitating scalable and adaptable machine configurations.[2] This flexibility supports rapid reconfiguration and supports Industry 4.0 principles by enabling efficient, distributed control directly at the machine level.[2]

Other approaches

While major implementations have established comprehensive cabinet-free platforms, other manufacturers offer modular, IP67-rated decentralized solutions that advance similar principles of field-mounted automation, often focusing on specific components or scalable integration.

Murrelektronik's Vario-X platform exemplifies a fully decentralized approach, eliminating control cabinets by relocating power management, control functions, I/O capabilities, and decentralized servo drives directly into robust, IP67-rated housings mounted on the machine.[24] This modular system uses a backplane for snapping housings together, enabling flexible, scalable configurations that reduce installation time, minimize error sources, and improve energy efficiency by eliminating cabinet cooling needs.[24] The design supports digital twins for planning and predictive maintenance, aligning with trends toward simplified, future-proof automation in harsh industrial environments.[24]

Siemens provides cabinet-free configurations through its SIMATIC ET 200 series, featuring rugged glass-fiber reinforced plastic or metal enclosures with IP65/67 or IP69K protection for direct field installation.[25] These systems support decentralized I/O modules, safety functions, motor starters, and even PLC capabilities, making them suitable for harsh, hygienic, or hazardous areas where traditional cabinets are impractical.[25] The modular design reduces cabling and enhances plant availability through hot swapping and diagnostics.[25]

KEBA promotes decentralized drive systems for modular machine automation, integrating high-protection (starting from IP54) drives close to or within motors to support cabinet-free setups, particularly in lower power ranges.[26] These solutions emphasize daisy-chained connections via hybrid cables for power, fieldbus, and safety, enabling compact, energy-efficient designs that simplify expansion and reduce cable lengths.[26]

Broader trends include non-specific modular IP67 solutions, such as WAGO's sensor/actuator boxes for passive, cabinet-free signal transmission and Turck's decentralized safety modules for modular production lines.[27][28] These contribute to cabinet-free strategies in warehouse automation and other fields, where scalable, field-level systems reduce footprint and enhance flexibility without comprehensive controller integration.[29]

Space, cost, and installation savings

Cabinet-free automation delivers substantial savings in space, cost, and installation by eliminating traditional control cabinets and decentralizing power, control, drive, and I/O components directly onto or near machines.

The elimination of control cabinets significantly reduces the overall machine footprint and optimizes factory floor space usage. Systems integrate components in a compact, IP67-rated manner, enabling direct mounting within the machine's installation space and minimizing dedicated enclosure areas. For example, the Beckhoff MX-System supports space-saving integration without any cabinet requirement, resulting in shorter cable runs and a more efficient layout.[5] Bosch Rexroth's IndraDrive Mi similarly reduces the machine footprint by removing separate cabinets and enabling flexible, compact designs.[2]

Cabling requirements decrease substantially, with reductions of up to 90% achieved through hybrid cables that combine power, communication, and feedback in single connections. This minimizes wiring complexity, material use, and associated labor. IndraDrive Mi employs this approach to link multiple axes efficiently, cutting cable volume and shipping costs.[2]

Installation efforts are streamlined by plug-and-play modularity, eliminating manual wiring and reducing setup times dramatically. The MX-System enables configuration in about 1 hour, including testing, compared to at least 24 hours for equivalent traditional control cabinets. No specialist electricians are required, and pre-assembled interfaces further shorten on-site work.[5] IndraDrive Mi supports faster assembly through simplified connections and fewer error-prone steps.[2]

Electrical planning and design are simplified, with up to 80% reduction in circuit diagrams and parts lists due to standardized modules and fewer components (often averaging 10 instead of 100). This lowers engineering effort, component diversity, and overall project complexity. Modular pre-assembly of function modules contributes to these efficiencies.[5]

These reductions collectively lower total costs through decreased material consumption, labor hours, and potential for errors, while enabling more scalable and adaptable machine builds.

Maintenance and diagnostics improvements

Cabinet-free automation systems improve maintenance and diagnostics by integrating advanced tools and modular designs that simplify troubleshooting and component replacement. A key advancement is the Beckhoff Diagnostics App, a smartphone-based tool that enables maintenance personnel to quickly identify and rectify faults in the MX-System, effectively replacing traditional multimeters and other manual diagnostic instruments.[30][4] The app reads DataMatrix codes on modules to provide relevant diagnostic data, allowing operating personnel to perform tasks without specialized electrician training.[5]

The MX-System's end-to-end pluggability and hot-swappable modules support plug-and-play replacement by non-specialists, as components connect directly via pre-assembled cables and EtherCAT interfaces without requiring extensive rewiring or expertise.[30][19] Full EtherCAT integration delivers detailed diagnostics across all modules, including CRC checks, error counters, path quality monitoring, and real-time status via LED indicators or mobile access, enabling precise fault localization and minimizing reliance on conventional troubleshooting methods.[19][5]

These features reduce the complexity of maintenance compared to traditional cabinet-based systems, where diagnostics often involve opening enclosures and using specialized tools. In implementations like those by machine builders adopting the MX-System, the combination of app-based diagnostics and modular replaceability streamlines service tasks and supports faster fault resolution.[30] This approach contributes to minimized downtime through proactive and accessible diagnostics.[19]

Performance and flexibility gains

Cabinet-free automation delivers substantial performance and flexibility gains by decentralizing control, power, drives, and I/O into modular, IP67-rated components mounted directly on or near machines. This eliminates traditional centralized architectures, enabling plug-and-play integration, real-time communication via EtherCAT, and seamless adaptation to diverse or evolving requirements.[1]

Faster commissioning represents a primary benefit. The Beckhoff MX-System, for example, employs standardized connectors and hybrid cables that combine power, signals, and data, reducing assembly and test time from 28 hours in conventional setups to approximately 1 hour, while allowing non-specialists to perform installation and minimizing wiring errors.[1] Partial commissioning during pre-assembly further accelerates the process by enabling early error detection.[4] Similarly, Bosch Rexroth's IndraDrive Mi supports quicker design and testing through plug-and-play cabling and direct machine integration, reducing risks of delays and simplifying validation.[2]

Modular scalability and adaptability to changes enhance flexibility. The MX-System's baseplates and interchangeable function modules permit easy expansion, reconfiguration, or replacement of components to meet new production demands, such as adding axes or stations without redesigning the entire system.[1] This modularity supports reuse of standardized architectures across projects and accommodates last-minute modifications with reduced effort.[4] IndraDrive Mi provides comparable scalability by allowing modules to be added or removed without cabinet alterations, facilitating adjustments to existing equipment and diverse machine functions.[2]

Improved machine accessibility and reduced downtime arise from direct mounting and minimized failure points. Components mounted on machine frames enhance operator and maintenance access, while features like hot-swapping in the MX-System enable real-time module replacement without system shutdown.[1] Bluetooth-enabled diagnostics via mobile devices and reduced environmental vulnerabilities further limit downtime.[31] IndraDrive Mi achieves similar results through quicker component replacement and smaller footprints that expedite restoration of production.[2]

These gains align with Industry 4.0 principles by supporting flexible, reconfigurable manufacturing systems.[1]

Thermal and environmental management

Cabinet-free automation systems expose integrated components to harsh industrial environments without the protective enclosure of traditional control cabinets, necessitating advanced thermal dissipation and environmental sealing strategies to maintain performance and longevity.

High ingress protection ratings, such as IP67 achieved through double sealing principles at module interfaces, provide dust- and waterproofing essential for direct machine mounting. Robust aluminum or zinc die-cast metal housings, often chrome-plated or painted, offer resistance to oil, lubricants, and cleaning agents commonly encountered in manufacturing settings.[1][32]

The Beckhoff MX-System exemplifies this approach with its IP67-rated design and passive cooling, supporting operation in ambient temperatures from 0 °C to 50 °C without additional air conditioning. Internal encapsulated ventilation maximizes heat dissipation and prevents hot spots, while fanless IPC modules use heat spreaders to transfer heat to the aluminum housing. Active cooling of the baseplate serves as an option to extend the temperature range, and an integrated heater mitigates condensation risks in varying conditions.[1][32]

Bosch Rexroth's IndraDrive Mi near-motor servo drives achieve IP65 protection and operate within a 0 °C to 40 °C ambient range, relying on motor thermal sensor connections to enable overtemperature protection and, in some configurations, cold plate mounting for thermal management.[33][34]

These design features collectively allow cabinet-free systems to withstand demanding thermal and environmental stresses while supporting decentralized, plug-and-play integration.

Reliability and safety considerations

Cabinet-free automation systems incorporate robust reliability and safety measures through international certifications, modular architectures that reduce installation errors, and features enabling early fault detection.

The Beckhoff MX-System holds UL, CSA, and IEC certifications, allowing worldwide deployment without modifications and ensuring compliance with global electrical and functional safety standards.[1] Safety-related components in the system, such as those supporting TwinSAFE, comply with IEC 61508, IEC 62061, and EN ISO 13849-1 for functional safety.[35]

Bosch Rexroth's IndraDrive Mi integrates safety functions compliant with standards including EN 61800-5-1, and features such as Safe Torque Off (STO) and Safe Motion.[36] Components are tested prior to delivery to verify operating safety and reliability.[36]

The plug-and-play modular design common to these systems minimizes wiring errors—a frequent failure source in conventional cabinets—by using standardized connectors for power and communication.[1]

Modular commissioning enables early error detection, as individual modules can be independently tested and configured, supported by real-time diagnostics for fault localization and reduced commissioning time.[19]

In the Beckhoff MX-System, EtherCAT integration in each module supports hot swapping without system shutdown, enhancing maintainability while diagnostics monitor performance continuously.[1]

In contrast, the Bosch Rexroth IndraDrive Mi requires de-energization before connector removal or insertion to prevent electrical risks during modular assembly or maintenance.[36]

Implementation barriers

The adoption of cabinet-free automation requires engineers and machine builders to fundamentally rethink traditional design practices, shifting from centralized control cabinets to decentralized, modular architectures where components such as power supplies, controllers, drives, and I/O are mounted directly on or near the machine. This change can create a significant adoption hurdle, as teams accustomed to conventional cabinet-based layouts must adapt to new approaches involving IP67/IP65-rated, machine-mounted devices, one-cable automation concepts, and distributed systems.[11][37]

The transition often necessitates a phased implementation strategy to manage risks and complexity, starting with distributed I/O or partial decentralization before progressing to fully cabinet-free configurations. This gradual approach adds time and planning requirements compared to conventional methods, as companies test compatibility and refine designs incrementally.[38]

Integration with existing legacy systems and infrastructure presents another barrier, as ensuring seamless communication and compatibility between new cabinet-free modules and older equipment can be technically demanding.[38][39]

Additionally, the deployment of these systems may require personnel with specialized knowledge of modular, decentralized architectures and high-protection-rated components, creating skill-related hurdles in organizations that rely on traditional electrical engineering expertise. Some solutions, such as plug-and-play modular designs, aim to reduce dependency on specialized electrical skills, but the initial adaptation and training remain a practical challenge during adoption.[40][41]

Machine building and manufacturing

In machine building and manufacturing, cabinet-free automation facilitates modular, decentralized control architectures that enhance design flexibility, reduce footprint, and streamline assembly processes, particularly in complex machines such as profile processing systems.[22]

A representative application is Schirmer Maschinen GmbH's 14-meter-long machine for fully automatic processing of PVC window profiles, which employs Beckhoff's MX-System to eliminate traditional control cabinets entirely. This machine features 11 process modules, 67 axes, and 118 MX-System function modules distributed across 11 baseplates mounted directly on the steel frames of the process modules. The setup incorporates 23 AM8000 synchronous servomotors, 4 AL8000 linear servomotors, 28 AM8100 synchronous servomotors, 12 three-phase asynchronous motors, 18 valve terminals, 37 drive modules, 64 EtherCAT Box modules, 34 I/O modules, 7 relay modules, 39 system modules, and 1 IPC module, with pluggable connections to motors, sensors, and valve terminals.[22]

This cabinet-free configuration supports modular machine concepts by enabling pre-assembly of individual process modules during production, with electrical installation and commissioning completed prior to final machine integration. The approach reduces electrical planning workload by approximately 50% and cuts assembly time from two to three weeks to just a few hours, while allowing order-independent warehousing with minimal stock levels and facilitating last-minute design changes or early detection of functional errors through partial commissioning. It also improves accessibility for maintenance, minimizes wiring errors, and achieves a ten-fold reduction in components and spare parts for end users.[22]

Ludger Martinschledde, Managing Director of Schirmer Maschinen GmbH, described the MX-System as “changing the face of design and installation in the world of machine building” and enabling prioritization of added value in manufacturing processes for more efficient production. These advantages align with modular design principles in machine building, where standardized process modules enhance scalability and reduce complexity in high-precision applications such as profile drilling, milling, punching, cutting, and reinforcement insertion.[22]

Intralogistics and warehousing

Cabinet-free automation enables highly efficient, space-optimized solutions in intralogistics and warehousing, where modular, decentralized systems are mounted directly on or near conveyors, automated storage and retrieval systems (AS/RS), and related equipment to minimize footprint and support scalable operations.[42][43]

Beckhoff's MX-System exemplifies this approach by replacing traditional control cabinets with an IP67-rated, pluggable backplane that integrates power supply, IPC, I/O, drive technology, and communication modules. This design suits warehousing applications such as conveyors and AS/RS, where it supports decentralized control of roller motors, energy distribution, and field devices while shortening cable routes and eliminating wiring errors through plug-and-play connectivity.[42][43] In a high-performance piece-picking cell developed by RO-BER (part of the SSI Schäfer Group), the MX-System reduced footprint and cabling requirements, enabling compact automated order fulfillment in logistics environments.[1]

The system's modularity allows scalable configurations tailored to varying throughput demands, with baseplates and function modules that can be cascaded for flexible topologies in conveyor lines or storage/retrieval setups. This facilitates adaptation to fluctuating demands in warehousing, such as parcel sorting or fulfillment, while providing hot-swappable components and integrated diagnostics for minimal downtime.[42][43]

Bosch Rexroth's IndraDrive Mi similarly advances cabinet-free solutions in intralogistics, particularly for storage and retrieval systems as well as mobile transport systems. Its modular, decentralized drive architecture integrates directly into equipment, reducing machine footprint, enabling flexible design adjustments, and cutting cabling by up to 90% through plug-and-play connections. This supports compact, scalable warehouse layouts with easier modifications and reduced downtime.[2]

Overall, these cabinet-free systems achieve significant footprint reduction in warehouse environments by decentralizing control and eliminating dedicated cabinet space, allowing more efficient use of floor area and supporting the high-density, adaptable automation required for modern intralogistics.[42][2][43]

Other industrial sectors

Cabinet-free automation extends to robotics and advanced motion control, where decentralized, modular systems support compact, flexible robot designs and highly dynamic operations without traditional control cabinets.

In robotics, Beckhoff offers cabinet-free solutions through systems like the ATRO modular robotics platform, which provides scalable kinematics including pick-and-place robots, palletizing configurations, and multi-arm setups. The ATRO system embeds control electronics within motor modules—including EtherCAT-based servo inverters—enabling precise synchronization, internal routing of power/data/fluids, elimination of external cabling restrictions, and reduced footprints. This decentralized design supports direct mounting and highly dynamic operations. Separately, the MX-System supports cabinet-free automation in various robotics applications, such as piece-picking cells and flexible robotic additions to existing systems, with benefits including reduced cabling and smaller footprints.[44][1]

Bosch Rexroth's IndraDrive Mi supports robotic applications through decentralized servo drives and modular configurations that reduce cabling by up to 90% generally, facilitating assembly, handling, and robotic tasks with plug-and-play connections and integrated safety features to protect against uncontrollable movements. These benefits contribute to smaller footprints, faster component replacement, and easier adjustments in robotic and multi-axis environments.[2]

These systems enhance motion control by enabling real-time, high-dynamic interactions and modular scalability, often incorporating plug-and-play interfaces for simplified integration in multi-axis environments. Drive integration benefits, such as reduced cabling and direct machine mounting, complement these capabilities. Emerging applications include hybrid setups with intelligent transport systems for advanced handling and adaptive motion tasks.

Alignment with Industry 4.0 and IoT

Cabinet-free automation aligns closely with Industry 4.0 principles by decentralizing control components and enabling seamless integration into connected, intelligent production environments.[1][45]

The modular, IP67-rated architecture of solutions such as Beckhoff’s MX-System and Bosch Rexroth’s IndraDrive Mi places power supplies, controllers, drives, I/O, and communication directly on or near machines, eliminating traditional control cabinets and supporting edge computing. This on-machine placement processes data locally, reducing latency and enabling real-time decision-making essential for responsive, data-driven operations in smart factories.[5][1][45]

EtherCAT integration in systems like the MX-System provides high-performance, deterministic communication for real-time data exchange across the machine and network. This supports the continuous flow of process data required for IoT connectivity, digital twins, and advanced analytics in Industry 4.0 environments.[5][18]

The plug-and-play modularity of these systems facilitates scalable, networked factory designs. Function modules can be combined flexibly to match specific application needs, enabling rapid adaptation and integration into cyber-physical production systems that emphasize connectivity, flexibility, and efficiency.[5][1][45]

Integrated diagnostic functions in these platforms support predictive maintenance by monitoring parameters such as temperature and providing real-time status information, contributing to reduced downtime and enhanced reliability in IoT-enabled smart manufacturing.[5][45]

Standardization and interoperability

Standardization and interoperability in cabinet-free automation are advanced through the adoption of open communication protocols such as EtherCAT, which provides deterministic, high-speed data exchange and supports seamless device integration across modular systems. EtherCAT, managed by the EtherCAT Technology Group as an open standard, enables real-time capability, parameterization, and comprehensive diagnostics in decentralized architectures. In Beckhoff's MX-System, EtherCAT is implemented in every module to achieve 100% integration, facilitating hot-swapping and plug-and-play assembly without traditional wiring.[1][5]

In leading implementations such as Beckhoff's MX-System, standardized electrical and mechanical interfaces promote modularity and ease of use by replacing individual wiring with uniform connectors that supply power, communication, and diagnostics, reducing errors and enabling flexible topologies. These connectors allow function modules to be plugged onto baseplates and secured easily, supporting modular expansion and compatibility with diverse automation signals within the system. While open communication protocols like EtherCAT enable interoperability at the data level, mechanical and electrical interfaces are currently vendor-specific.[1][5]

Worldwide deployment is supported by compliance with major certifications, including UL, CSA, and IEC standards. Systems such as the MX-System meet these requirements by design, allowing use across markets without regional modifications and ensuring conformity to electrical, safety, and EMC specifications.[1][5]

Emerging innovations

Ongoing innovations in cabinet-free automation center on the integration of artificial intelligence to enable advanced diagnostics and predictive maintenance in decentralized systems. Beckhoff has incorporated AI capabilities through tools such as TwinCAT Machine Learning Creator and TwinCAT CoAgent, which allow PLC programmers to train neural networks for applications including anomaly detection, signal analysis, and predictive maintenance without specialized AI expertise.[46] These functions monitor process values, log files, and KPIs in real time, identifying deviations, correlating alarms with contextual data to reduce false positives, and generating step-by-step diagnostic guidance.[47]

Specific diagnostic applications include detecting motor faults such as bearing damage or imbalance via current, vibration, or acoustic signals, diagnosing pump or compressor issues through temperature and current data, and identifying leaks in hydraulic or pneumatic systems based on pressure monitoring.[47] These AI-driven approaches can support the reliability of modular automation platforms using PC-based control and EtherCAT for distributed diagnostics.

Further developments in cabinet-free architectures focus on continued integration and scalability of modules to support diverse machine designs in space-constrained or high-power environments.

The combination of AI integration with modular, decentralized hardware points toward greater autonomy in future systems, where intelligent diagnostics and real-time optimization could enable more self-managing modular automation solutions.[46][47] Beckhoff's ongoing investments in AI and expanded production of cabinet-free technologies underscore this trajectory.[46]

Definition

Cabinet-free automation is an industrial automation approach that eliminates the need for traditional control cabinets by integrating key components—such as power supplies, controllers, drives, input/output modules, and communication interfaces—directly into modular, decentralized systems mounted on or near the machine itself. This direct integration replaces centralized enclosures with compact, robust hardware that performs all necessary automation functions without a separate control cabinet.[1]

The fundamental distinction from conventional cabinet-based systems lies in the absence of a dedicated enclosure for housing control hardware. Instead, automation components are distributed across the machine structure using pluggable, standardized connections, enabling a decentralized architecture that reduces wiring complexity and supports machine-mounted installation in industrial environments.[4]

High ingress protection ratings, such as IP67, are often incorporated to allow these integrated systems to withstand harsh conditions like dust, moisture, and mechanical stress, making cabinet-free automation suitable for direct exposure on machines.[1]

Core principles

The core principles of cabinet-free automation center on decentralization, modularity, and plug-and-play integration to eliminate traditional control cabinets while maintaining full functionality in industrial machines and systems.[1]

Decentralization relocates power supplies, controllers, drives, I/O modules, and communication interfaces from centralized cabinets to the machine level, mounting them directly on or near the machine in robust, IP-rated enclosures.[5] This shifts control elements closer to sensors and actuators, shortening cable routes and distributing automation functions where they are operationally required.[6]

Modularity enables scalable configurations through standardized interfaces, such as baseplates or backplanes, that serve as mechanical and electrical platforms for combining interchangeable function modules covering power distribution, control, I/O, and drives.[5] These components can be freely selected and arranged to match specific application demands, supporting flexible adaptation without redesigning the entire system.[2]

Plug-and-play design relies on standardized connectors that allow modules to be inserted and secured quickly, often with captive screws or simple locking mechanisms, eliminating extensive manual wiring and reducing the need for specialized electrical expertise during installation.[1] Pre-assembled cables further streamline assembly and enable hot-swappable components.[6]

Hybrid cables, which transmit both power and data over a single line, minimize wiring complexity, reduce potential error sources, and support efficient power and signal distribution across the decentralized setup.[5] In many systems, real-time industrial Ethernet protocols such as EtherCAT provide the underlying communication backbone for seamless integration and diagnostics.[5]

Comparison to traditional cabinet-based systems

Traditional cabinet-based automation relies on centralized control cabinets that house power supplies, controllers, drives, I/O modules, and communication hardware in a single enclosure, requiring extensive individual wiring from the cabinet to machine-mounted sensors, actuators, and drives.[1][5] In contrast, cabinet-free automation decentralizes these components into modular, IP67-rated systems that mount directly on or near the machine, integrating power, control, and drive functions without a separate cabinet.[1][2]

Architecturally, cabinet-based systems centralize all automation hardware in large enclosures, often necessitating significant space for cooling, wiring ducts, and maintenance access, while cabinet-free approaches distribute modular function blocks across the machine structure for a more compact and flexible layout.[5][2] For example, Beckhoff's MX-System uses a baseplate with plug-in function modules to replace the centralized cabinet entirely, and Bosch Rexroth's IndraDrive Mi employs motor-integrated or near-motor servo drives connected via hybrid cables.[1][7]

Wiring in traditional systems involves complex, labor-intensive individual connections that can span long distances and account for a substantial portion of installation effort, often prone to errors.[5] Cabinet-free systems reduce this through plug-and-play hybrid cables that combine power, signals, and data, achieving up to 90% less wiring in implementations such as IndraDrive Mi, where one or two cables connect drives in series instead of multiple individual runs.[2][7] The Beckhoff MX-System eliminates manual wiring by using standardized connectors on pre-assembled interfaces.[1]

Footprint and installation requirements differ markedly: traditional cabinets occupy large floor or wall space with dimensions typically around 800 mm × 1600 mm × 400 mm and require skilled electricians for extended assembly times, often exceeding 24 hours.[1] Cabinet-free systems substantially shrink the overall machine footprint by integrating components directly into the machine structure and enable faster setup—often around 1 hour with minimal tools and non-specialist personnel—due to their modular, plug-in design.[1][5] This also reduces associated cooling needs, as decentralized placement eliminates the concentrated heat load of a central cabinet.[7]

Early concepts in decentralized automation

The shift toward decentralized automation began in the late 1980s and accelerated through the 1990s as industrial systems moved away from fully centralized architectures, where programmable logic controllers (PLCs) handled all control logic, input/output (I/O), and drive management from a single location.[8] This transition addressed limitations such as extensive cabling, high wiring complexity, and reduced flexibility in centralized setups by distributing intelligence and functions closer to field devices.[9]

Fieldbus technologies emerged as a foundational enabler of this decentralization during the 1980s and 1990s, providing standardized digital communication networks for real-time interaction among sensors, actuators, PLCs, I/O modules, and drives.[8] Protocols such as PROFIBUS (initiated in Germany in 1984) and CAN (developed by Bosch in 1983) allowed field devices to connect over shared buses, reducing point-to-point wiring and supporting distributed control.[8] By the early 1990s, PROFIBUS DP became prominent for factory automation, enabling direct, high-performance communication between controllers and field devices, including variable-speed drives.[10]

Distributed I/O systems represented a key step in this evolution, with remote I/O modules positioned near machines and connected via fieldbus networks rather than centralized racks.[9] This approach minimized cabling runs and improved modularity, allowing scalable system designs while maintaining centralized PLC oversight for logic execution.[8]

Decentralized drives further advanced the concept in the 1990s, as drives integrated fieldbus interfaces to receive setpoints, provide status feedback, and handle parameter management directly over the network.[10] The PROFIdrive profile, initiated in 1991 and formalized in Version 2.0 by 1997, standardized drive behavior across vendors, supporting applications from simple frequency converters to servo drives for motion control.[10] Features such as isochronous communication in PROFIBUS enabled synchronized operation of decentralized servo drives, distributing motion control tasks and replacing mechanical linkages with electronic coordination.[10]

These early developments laid the groundwork for more advanced decentralization by shifting automation intelligence toward the field level, though full integration of power, control, and I/O in compact, machine-mounted units remained limited until later innovations.[9]

Emergence of cabinet-free systems

The emergence of fully cabinet-free systems gained traction in the late 2010s and early 2020s, representing a conceptual shift from decentralized components to integrated, machine-mounted automation architectures that eliminate traditional control cabinets entirely. This transition enabled compact, modular designs where power supplies, controllers, drives, I/O, and communication interfaces operate directly on or near machines in IP67-rated enclosures, supporting greater flexibility and scalability in industrial applications.[11]

The primary drivers for this development stemmed from Industry 4.0 principles, which demanded greater modularity, rapid reconfiguration, reduced machine footprints, and improved efficiency to meet demands for smart manufacturing and space-constrained production environments. Cabinet elimination addressed longstanding limitations of centralized cabinets, such as excessive floor space consumption, complex wiring, higher installation costs, and increased points of failure, while enabling distributed intelligence for faster local decision-making and data acquisition.[11]

Early efforts toward cabinet-free designs included IP67-rated integrated systems designed for direct machine mounting in harsh conditions, with innovations in encapsulated controllers and I/O modules reducing wiring complexity and enhancing flexibility in modular setups. These laid groundwork for more comprehensive integrations of control, power, and drive functions in fully cabinet-free architectures.

Advancements by leading automation providers, including Beckhoff, built on these foundations to realize plug-and-play, IP67-protected systems that achieve complete cabinet elimination while aligning with Industry 4.0 goals of leaner, more adaptive machine building.[11]

Key milestones and introductions

A key milestone in the evolution of cabinet-free automation was the release of Bosch Rexroth's IndraDrive Mi in 2007, which pioneered cabinet-free drive technology by integrating motor-integrated servo drives and power supply components directly into the machine, eliminating traditional control cabinets for drive systems.[7]

This decentralized approach enabled flexible, scalable machine designs with reduced wiring and installation effort.[7]

A significant advancement followed with Beckhoff's introduction of the MX-System in November 2021, a modular, pluggable system that fully replaces conventional control cabinets by bundling controllers, power supplies, drives, I/O, and communication into IP67-rated modules mounted directly on or near machines.[12]

The MX-System was recognized for its contribution to Industry 4.0 principles when it received the Industrie 4.0 Innovation Award in November 2023, taking first place based on evaluations by an expert jury and readers of etz elektrotechnik & automation and openautomation.[13]

It also earned the Red Dot Award in the "Best of the Best" category and the iF Design Award for its pioneering design and innovative potential.[1]

Decentralized integration and modularity

Cabinet-free automation achieves decentralized integration by relocating automation components—such as controllers, I/O, drives, and power supplies—from centralized control cabinets to direct mounting on or near machines, distributing functions across the system for greater flexibility and reduced cabling.[1] This approach enables modular designs where individual components can be independently configured, expanded, or replaced to suit specific machine requirements without disrupting the overall architecture.[14]

Modularity relies on baseplates that serve as scalable backbones, incorporating electrical backplanes for power distribution, communication, and diagnostics through standardized connectors. Pluggable function modules, encompassing industrial PCs, I/O units, drives, and relays, attach directly to these baseplates via plug-and-play interfaces, eliminating extensive wiring and enabling rapid assembly or reconfiguration by non-specialized personnel.[1] The design supports hot-swapping of modules in many implementations and allows for flexible topologies, often leveraging real-time communication protocols like EtherCAT embedded in modules for seamless connectivity.[14]

Protection against harsh industrial environments is provided by IP67-rated enclosures, achieved through double sealing principles applied to housings and connectors to prevent dust and water ingress. Robust housing materials, such as metal with chrome plating or varnished finishes, ensure mechanical durability, electromagnetic compatibility, and resistance to oils, cleaning agents, and temperature variations, allowing reliable operation without additional protective enclosures.[1] Similar modular decentralized platforms employ compact, IP65/IP67-rated modules with quick-connection systems and integrated backplanes for secure, error-free installation in demanding conditions.[15][16]

Power supply and distribution

In cabinet-free automation, power supply and distribution are integrated directly into modular components, eliminating separate control cabinets and enabling decentralized, on-machine placement. This approach uses dedicated infeed modules to introduce power, specialized supply modules to generate required voltages, and baseplates or hybrid cabling for efficient forwarding and distribution across the system.[17]

In Beckhoff's MX-System, power infeed is handled by MS1xxx modules supplying protective extra-low voltages and low voltages, alongside MS2xxx EtherCAT power infeed modules that integrate stations into the EtherCAT network while providing power. Power supply modules (MS6xxx series) generate 24 V DC or 48 V DC in various power classes, with distribution occurring via the baseplate, where multiple potentials are made available to function modules. Power output modules (MS3xxx and MS4xxx) enable protected forwarding to substations, with cable protection and EtherCAT integration for extended distribution. Standardized connectors on the baseplate facilitate power forwarding, eliminating traditional wiring.[17][1]

Hybrid cables combine power signals, data communication, and EtherCAT in a single connector, simplifying connections and supporting power forwarding across modules. This design reduces cabling complexity while maintaining reliable distribution in IP67-rated environments. The MX-System complies with UL, CSA, and IEC certifications for global applicability without modifications.[1]

Bosch Rexroth's IndraDrive Mi employs a similar decentralized strategy, with hybrid cables daisy-chaining up to 30 drives in a string for combined power and communication distribution, eliminating distributor boxes and reducing wiring significantly. A supply module provides regulated DC bus voltage (typically 750 V), distributed via the common DC bus for energy sharing across drives. This enables flexible, scalable power forwarding directly within the machine.[7]

Control and communication

In cabinet-free automation, control and communication functions are integrated directly into modular, IP67-rated system components mounted on or near machines, eliminating traditional centralized control cabinets. Control is typically performed by embedded industrial PCs (IPCs) or compact controllers that deliver PC-based automation capabilities with high processing power and scalability, enabling direct execution of control logic close to the process. For instance, some systems incorporate dedicated IPC modules to handle the central control tasks.[1]

Real-time communication relies on industrial Ethernet fieldbus protocols, with EtherCAT being a prominent choice due to its deterministic performance and efficiency. EtherCAT operates on the master-slave principle, where a single Ethernet frame passes through all nodes and data is processed on the fly by hardware-based EtherCAT Slave Controllers, achieving cycle times in the sub-millisecond range and nanosecond-level synchronization via distributed clocks. This enables precise coordination of distributed components without additional switches or hubs, supporting flexible topologies such as line, tree, or ring configurations.[18]

Hot-swapping and hot-connect features are supported in many cabinet-free systems through the communication protocol, allowing modules or network segments to be added, removed, or replaced during operation without interrupting the overall system. This is facilitated by automatic node detection, dynamic reconfiguration, and minimal recovery times (often under 15 µs in redundant setups).[18]

Diagnostics are comprehensive and real-time, leveraging the fieldbus protocol for continuous monitoring and fault localization. EtherCAT-based implementations provide tools such as CRC checks, error counters, path quality assessment, and topology comparison during startup and runtime, enabling rapid identification of communication issues, cable faults, or hardware problems. These diagnostics are often accessible via centralized software interfaces or mobile apps with wireless connectivity (e.g., Bluetooth) for read-only access, supporting predictive maintenance and minimizing downtime in decentralized architectures.[19][18]

I/O and drive integration

In cabinet-free automation, the integration of input/output (I/O) and drive systems eliminates the need for centralized control cabinets by incorporating these functions into compact, modular, IP67-rated units mounted directly on or near machines. This decentralized approach combines multi-axis servo drives and versatile I/O interfaces within rugged housings, enabling plug-and-play connectivity, reduced wiring, and direct motion control at the point of use.[1][20]

Beckhoff's MX-System exemplifies this integration through dedicated pluggable modules. I/O modules (MOxxxx series) handle a wide range of digital, analog, and specialized signals required for sensors, actuators, and process monitoring, aligning with Beckhoff's extensive EtherCAT I/O portfolio for real-time communication and diagnostics. Drive modules (MDxxxx series) provide multi-axis servo and variable frequency drive capabilities, supporting diverse motor types and power levels in compact configurations. These modules mount onto standardized baseplates that supply EtherCAT networking, power distribution, and diagnostic data via a backplane, enabling hot-swappable installation without specialized wiring.[1]

Drive integration in the MX-System uses hybrid connectors (such as B17 or B23) that combine motor power, One Cable Technology (OCT) feedback, brake control, and motor temperature sensing via RTDs, streamlining connections and supporting precise motion control. Multi-axis setups consolidate multiple drives into single modules, reducing footprint and enhancing scalability for complex machine applications. The IP67-rated design protects against dust, water, and harsh environments, allowing reliable operation directly in the machine workspace.[21][1]

Bosch Rexroth's IndraDrive Mi complements this trend with intelligent, near-motor or motor-integrated servo drives that support cabinet-free configurations through modular, plug-and-play cabling, though its primary focus remains on drive electronics rather than combined I/O integration.[2]

This combined I/O and drive approach minimizes cable lengths, simplifies assembly, and enables faster diagnostics, making it well-suited for modular, Industry 4.0-aligned machine designs.[1][20]

Beckhoff MX-System

The MX-System from Beckhoff Automation is a modular, pluggable automation platform that achieves complete control cabinet-free machine and system designs by integrating power supply, control, I/O, drives, and other functions into IP67-rated modules mounted directly on or near the machine.[1]

The system is built around scalable baseplates of the MBxxxx series, which provide mechanical mounting, electrical power distribution, EtherCAT communication, and diagnostic functions via standardized connectors and slots (up to 32 per row in one-, two-, or three-row configurations).[5] Function modules are plugged into these baseplates and include industrial PC modules (MCxxxx) for scalable PC-based control, I/O modules (MOxxxx) covering Beckhoff's full signal range, drive modules (MDxxxx) for multi-axis servo and asynchronous drives, relay modules (MRxxxx) for safe power switching, and system modules (MSxxxx) for power infeed, networking, and infrastructure.[1]

The MX-System achieves IP67 protection through a double sealing principle in its aluminum or zinc die-cast housings, combined with chrome-plated, varnish-finished metal construction resistant to oil and cleaning agents.[1] EtherCAT communication is fully integrated into every module via baseplate data interfaces, enabling real-time performance, hot swapping, parameterization, and diagnostics.[5] The plug-and-play concept relies on standardized connectors and hybrid cables, allowing non-specialists to assemble the system without manual wiring, typically in about one hour for configurations equivalent to traditional control cabinets.[5] It operates reliably in ambient temperatures from 0°C to 50°C.[1]

A representative application is Schirmer Maschinen GmbH's 14-meter PVC profile processing center for window frames and sashes, which employs 11 MX-System baseplates and 118 function modules (including 39 system modules, 34 I/O modules with 28 for compact drive technology, 7 relay modules, and 37 drive modules) to automate processes such as drilling, milling, punching, cutting, and handling of 6-meter profile bars.[22]

The MX-System has received the Industrie 4.0 Innovation Award (first place from VDE Verlag), Red Dot Award "Best of the Best", and iF Design Award for its contributions to modular automation and design.[1]

Bosch Rexroth IndraDrive Mi

Bosch Rexroth IndraDrive Mi is a modular, cabinet-free drive system developed by Bosch Rexroth that integrates motor-integrated and near-motor servo-drives with corresponding power supply components directly into or adjacent to machines.[23] This approach eliminates traditional control cabinets by decentralizing drive electronics, enabling distributed automation through intelligent drives and power supplies that support complex single- and multi-axis applications.[2]

The system uses modern plug-and-play cabling and hybrid cables that combine power, encoder feedback, and communication into single connections, achieving up to 90% reduction in cabling compared to conventional setups.[2] This design minimizes wiring efforts, simplifies installation, and reduces connection points, while allowing up to 30 drives to connect in series over distances up to 200 meters.[23]

IndraDrive Mi's modular architecture permits the addition or removal of drive modules without requiring cabinet modifications, facilitating scalable and adaptable machine configurations.[2] This flexibility supports rapid reconfiguration and supports Industry 4.0 principles by enabling efficient, distributed control directly at the machine level.[2]

Other approaches

While major implementations have established comprehensive cabinet-free platforms, other manufacturers offer modular, IP67-rated decentralized solutions that advance similar principles of field-mounted automation, often focusing on specific components or scalable integration.

Murrelektronik's Vario-X platform exemplifies a fully decentralized approach, eliminating control cabinets by relocating power management, control functions, I/O capabilities, and decentralized servo drives directly into robust, IP67-rated housings mounted on the machine.[24] This modular system uses a backplane for snapping housings together, enabling flexible, scalable configurations that reduce installation time, minimize error sources, and improve energy efficiency by eliminating cabinet cooling needs.[24] The design supports digital twins for planning and predictive maintenance, aligning with trends toward simplified, future-proof automation in harsh industrial environments.[24]

Siemens provides cabinet-free configurations through its SIMATIC ET 200 series, featuring rugged glass-fiber reinforced plastic or metal enclosures with IP65/67 or IP69K protection for direct field installation.[25] These systems support decentralized I/O modules, safety functions, motor starters, and even PLC capabilities, making them suitable for harsh, hygienic, or hazardous areas where traditional cabinets are impractical.[25] The modular design reduces cabling and enhances plant availability through hot swapping and diagnostics.[25]

KEBA promotes decentralized drive systems for modular machine automation, integrating high-protection (starting from IP54) drives close to or within motors to support cabinet-free setups, particularly in lower power ranges.[26] These solutions emphasize daisy-chained connections via hybrid cables for power, fieldbus, and safety, enabling compact, energy-efficient designs that simplify expansion and reduce cable lengths.[26]

Broader trends include non-specific modular IP67 solutions, such as WAGO's sensor/actuator boxes for passive, cabinet-free signal transmission and Turck's decentralized safety modules for modular production lines.[27][28] These contribute to cabinet-free strategies in warehouse automation and other fields, where scalable, field-level systems reduce footprint and enhance flexibility without comprehensive controller integration.[29]

Space, cost, and installation savings

Cabinet-free automation delivers substantial savings in space, cost, and installation by eliminating traditional control cabinets and decentralizing power, control, drive, and I/O components directly onto or near machines.

The elimination of control cabinets significantly reduces the overall machine footprint and optimizes factory floor space usage. Systems integrate components in a compact, IP67-rated manner, enabling direct mounting within the machine's installation space and minimizing dedicated enclosure areas. For example, the Beckhoff MX-System supports space-saving integration without any cabinet requirement, resulting in shorter cable runs and a more efficient layout.[5] Bosch Rexroth's IndraDrive Mi similarly reduces the machine footprint by removing separate cabinets and enabling flexible, compact designs.[2]

Cabling requirements decrease substantially, with reductions of up to 90% achieved through hybrid cables that combine power, communication, and feedback in single connections. This minimizes wiring complexity, material use, and associated labor. IndraDrive Mi employs this approach to link multiple axes efficiently, cutting cable volume and shipping costs.[2]

Installation efforts are streamlined by plug-and-play modularity, eliminating manual wiring and reducing setup times dramatically. The MX-System enables configuration in about 1 hour, including testing, compared to at least 24 hours for equivalent traditional control cabinets. No specialist electricians are required, and pre-assembled interfaces further shorten on-site work.[5] IndraDrive Mi supports faster assembly through simplified connections and fewer error-prone steps.[2]

Electrical planning and design are simplified, with up to 80% reduction in circuit diagrams and parts lists due to standardized modules and fewer components (often averaging 10 instead of 100). This lowers engineering effort, component diversity, and overall project complexity. Modular pre-assembly of function modules contributes to these efficiencies.[5]

These reductions collectively lower total costs through decreased material consumption, labor hours, and potential for errors, while enabling more scalable and adaptable machine builds.

Maintenance and diagnostics improvements

Cabinet-free automation systems improve maintenance and diagnostics by integrating advanced tools and modular designs that simplify troubleshooting and component replacement. A key advancement is the Beckhoff Diagnostics App, a smartphone-based tool that enables maintenance personnel to quickly identify and rectify faults in the MX-System, effectively replacing traditional multimeters and other manual diagnostic instruments.[30][4] The app reads DataMatrix codes on modules to provide relevant diagnostic data, allowing operating personnel to perform tasks without specialized electrician training.[5]

The MX-System's end-to-end pluggability and hot-swappable modules support plug-and-play replacement by non-specialists, as components connect directly via pre-assembled cables and EtherCAT interfaces without requiring extensive rewiring or expertise.[30][19] Full EtherCAT integration delivers detailed diagnostics across all modules, including CRC checks, error counters, path quality monitoring, and real-time status via LED indicators or mobile access, enabling precise fault localization and minimizing reliance on conventional troubleshooting methods.[19][5]

These features reduce the complexity of maintenance compared to traditional cabinet-based systems, where diagnostics often involve opening enclosures and using specialized tools. In implementations like those by machine builders adopting the MX-System, the combination of app-based diagnostics and modular replaceability streamlines service tasks and supports faster fault resolution.[30] This approach contributes to minimized downtime through proactive and accessible diagnostics.[19]

Performance and flexibility gains

Cabinet-free automation delivers substantial performance and flexibility gains by decentralizing control, power, drives, and I/O into modular, IP67-rated components mounted directly on or near machines. This eliminates traditional centralized architectures, enabling plug-and-play integration, real-time communication via EtherCAT, and seamless adaptation to diverse or evolving requirements.[1]

Faster commissioning represents a primary benefit. The Beckhoff MX-System, for example, employs standardized connectors and hybrid cables that combine power, signals, and data, reducing assembly and test time from 28 hours in conventional setups to approximately 1 hour, while allowing non-specialists to perform installation and minimizing wiring errors.[1] Partial commissioning during pre-assembly further accelerates the process by enabling early error detection.[4] Similarly, Bosch Rexroth's IndraDrive Mi supports quicker design and testing through plug-and-play cabling and direct machine integration, reducing risks of delays and simplifying validation.[2]

Modular scalability and adaptability to changes enhance flexibility. The MX-System's baseplates and interchangeable function modules permit easy expansion, reconfiguration, or replacement of components to meet new production demands, such as adding axes or stations without redesigning the entire system.[1] This modularity supports reuse of standardized architectures across projects and accommodates last-minute modifications with reduced effort.[4] IndraDrive Mi provides comparable scalability by allowing modules to be added or removed without cabinet alterations, facilitating adjustments to existing equipment and diverse machine functions.[2]

Improved machine accessibility and reduced downtime arise from direct mounting and minimized failure points. Components mounted on machine frames enhance operator and maintenance access, while features like hot-swapping in the MX-System enable real-time module replacement without system shutdown.[1] Bluetooth-enabled diagnostics via mobile devices and reduced environmental vulnerabilities further limit downtime.[31] IndraDrive Mi achieves similar results through quicker component replacement and smaller footprints that expedite restoration of production.[2]

These gains align with Industry 4.0 principles by supporting flexible, reconfigurable manufacturing systems.[1]

Thermal and environmental management

Cabinet-free automation systems expose integrated components to harsh industrial environments without the protective enclosure of traditional control cabinets, necessitating advanced thermal dissipation and environmental sealing strategies to maintain performance and longevity.

High ingress protection ratings, such as IP67 achieved through double sealing principles at module interfaces, provide dust- and waterproofing essential for direct machine mounting. Robust aluminum or zinc die-cast metal housings, often chrome-plated or painted, offer resistance to oil, lubricants, and cleaning agents commonly encountered in manufacturing settings.[1][32]

The Beckhoff MX-System exemplifies this approach with its IP67-rated design and passive cooling, supporting operation in ambient temperatures from 0 °C to 50 °C without additional air conditioning. Internal encapsulated ventilation maximizes heat dissipation and prevents hot spots, while fanless IPC modules use heat spreaders to transfer heat to the aluminum housing. Active cooling of the baseplate serves as an option to extend the temperature range, and an integrated heater mitigates condensation risks in varying conditions.[1][32]

Bosch Rexroth's IndraDrive Mi near-motor servo drives achieve IP65 protection and operate within a 0 °C to 40 °C ambient range, relying on motor thermal sensor connections to enable overtemperature protection and, in some configurations, cold plate mounting for thermal management.[33][34]

These design features collectively allow cabinet-free systems to withstand demanding thermal and environmental stresses while supporting decentralized, plug-and-play integration.

Reliability and safety considerations

Cabinet-free automation systems incorporate robust reliability and safety measures through international certifications, modular architectures that reduce installation errors, and features enabling early fault detection.

The Beckhoff MX-System holds UL, CSA, and IEC certifications, allowing worldwide deployment without modifications and ensuring compliance with global electrical and functional safety standards.[1] Safety-related components in the system, such as those supporting TwinSAFE, comply with IEC 61508, IEC 62061, and EN ISO 13849-1 for functional safety.[35]

Bosch Rexroth's IndraDrive Mi integrates safety functions compliant with standards including EN 61800-5-1, and features such as Safe Torque Off (STO) and Safe Motion.[36] Components are tested prior to delivery to verify operating safety and reliability.[36]

The plug-and-play modular design common to these systems minimizes wiring errors—a frequent failure source in conventional cabinets—by using standardized connectors for power and communication.[1]

Modular commissioning enables early error detection, as individual modules can be independently tested and configured, supported by real-time diagnostics for fault localization and reduced commissioning time.[19]

In the Beckhoff MX-System, EtherCAT integration in each module supports hot swapping without system shutdown, enhancing maintainability while diagnostics monitor performance continuously.[1]

In contrast, the Bosch Rexroth IndraDrive Mi requires de-energization before connector removal or insertion to prevent electrical risks during modular assembly or maintenance.[36]

Implementation barriers

The adoption of cabinet-free automation requires engineers and machine builders to fundamentally rethink traditional design practices, shifting from centralized control cabinets to decentralized, modular architectures where components such as power supplies, controllers, drives, and I/O are mounted directly on or near the machine. This change can create a significant adoption hurdle, as teams accustomed to conventional cabinet-based layouts must adapt to new approaches involving IP67/IP65-rated, machine-mounted devices, one-cable automation concepts, and distributed systems.[11][37]

The transition often necessitates a phased implementation strategy to manage risks and complexity, starting with distributed I/O or partial decentralization before progressing to fully cabinet-free configurations. This gradual approach adds time and planning requirements compared to conventional methods, as companies test compatibility and refine designs incrementally.[38]

Integration with existing legacy systems and infrastructure presents another barrier, as ensuring seamless communication and compatibility between new cabinet-free modules and older equipment can be technically demanding.[38][39]

Additionally, the deployment of these systems may require personnel with specialized knowledge of modular, decentralized architectures and high-protection-rated components, creating skill-related hurdles in organizations that rely on traditional electrical engineering expertise. Some solutions, such as plug-and-play modular designs, aim to reduce dependency on specialized electrical skills, but the initial adaptation and training remain a practical challenge during adoption.[40][41]

Machine building and manufacturing

In machine building and manufacturing, cabinet-free automation facilitates modular, decentralized control architectures that enhance design flexibility, reduce footprint, and streamline assembly processes, particularly in complex machines such as profile processing systems.[22]

A representative application is Schirmer Maschinen GmbH's 14-meter-long machine for fully automatic processing of PVC window profiles, which employs Beckhoff's MX-System to eliminate traditional control cabinets entirely. This machine features 11 process modules, 67 axes, and 118 MX-System function modules distributed across 11 baseplates mounted directly on the steel frames of the process modules. The setup incorporates 23 AM8000 synchronous servomotors, 4 AL8000 linear servomotors, 28 AM8100 synchronous servomotors, 12 three-phase asynchronous motors, 18 valve terminals, 37 drive modules, 64 EtherCAT Box modules, 34 I/O modules, 7 relay modules, 39 system modules, and 1 IPC module, with pluggable connections to motors, sensors, and valve terminals.[22]

This cabinet-free configuration supports modular machine concepts by enabling pre-assembly of individual process modules during production, with electrical installation and commissioning completed prior to final machine integration. The approach reduces electrical planning workload by approximately 50% and cuts assembly time from two to three weeks to just a few hours, while allowing order-independent warehousing with minimal stock levels and facilitating last-minute design changes or early detection of functional errors through partial commissioning. It also improves accessibility for maintenance, minimizes wiring errors, and achieves a ten-fold reduction in components and spare parts for end users.[22]

Ludger Martinschledde, Managing Director of Schirmer Maschinen GmbH, described the MX-System as “changing the face of design and installation in the world of machine building” and enabling prioritization of added value in manufacturing processes for more efficient production. These advantages align with modular design principles in machine building, where standardized process modules enhance scalability and reduce complexity in high-precision applications such as profile drilling, milling, punching, cutting, and reinforcement insertion.[22]

Intralogistics and warehousing

Cabinet-free automation enables highly efficient, space-optimized solutions in intralogistics and warehousing, where modular, decentralized systems are mounted directly on or near conveyors, automated storage and retrieval systems (AS/RS), and related equipment to minimize footprint and support scalable operations.[42][43]

Beckhoff's MX-System exemplifies this approach by replacing traditional control cabinets with an IP67-rated, pluggable backplane that integrates power supply, IPC, I/O, drive technology, and communication modules. This design suits warehousing applications such as conveyors and AS/RS, where it supports decentralized control of roller motors, energy distribution, and field devices while shortening cable routes and eliminating wiring errors through plug-and-play connectivity.[42][43] In a high-performance piece-picking cell developed by RO-BER (part of the SSI Schäfer Group), the MX-System reduced footprint and cabling requirements, enabling compact automated order fulfillment in logistics environments.[1]

The system's modularity allows scalable configurations tailored to varying throughput demands, with baseplates and function modules that can be cascaded for flexible topologies in conveyor lines or storage/retrieval setups. This facilitates adaptation to fluctuating demands in warehousing, such as parcel sorting or fulfillment, while providing hot-swappable components and integrated diagnostics for minimal downtime.[42][43]

Bosch Rexroth's IndraDrive Mi similarly advances cabinet-free solutions in intralogistics, particularly for storage and retrieval systems as well as mobile transport systems. Its modular, decentralized drive architecture integrates directly into equipment, reducing machine footprint, enabling flexible design adjustments, and cutting cabling by up to 90% through plug-and-play connections. This supports compact, scalable warehouse layouts with easier modifications and reduced downtime.[2]

Overall, these cabinet-free systems achieve significant footprint reduction in warehouse environments by decentralizing control and eliminating dedicated cabinet space, allowing more efficient use of floor area and supporting the high-density, adaptable automation required for modern intralogistics.[42][2][43]

Other industrial sectors

Cabinet-free automation extends to robotics and advanced motion control, where decentralized, modular systems support compact, flexible robot designs and highly dynamic operations without traditional control cabinets.

In robotics, Beckhoff offers cabinet-free solutions through systems like the ATRO modular robotics platform, which provides scalable kinematics including pick-and-place robots, palletizing configurations, and multi-arm setups. The ATRO system embeds control electronics within motor modules—including EtherCAT-based servo inverters—enabling precise synchronization, internal routing of power/data/fluids, elimination of external cabling restrictions, and reduced footprints. This decentralized design supports direct mounting and highly dynamic operations. Separately, the MX-System supports cabinet-free automation in various robotics applications, such as piece-picking cells and flexible robotic additions to existing systems, with benefits including reduced cabling and smaller footprints.[44][1]

Bosch Rexroth's IndraDrive Mi supports robotic applications through decentralized servo drives and modular configurations that reduce cabling by up to 90% generally, facilitating assembly, handling, and robotic tasks with plug-and-play connections and integrated safety features to protect against uncontrollable movements. These benefits contribute to smaller footprints, faster component replacement, and easier adjustments in robotic and multi-axis environments.[2]

These systems enhance motion control by enabling real-time, high-dynamic interactions and modular scalability, often incorporating plug-and-play interfaces for simplified integration in multi-axis environments. Drive integration benefits, such as reduced cabling and direct machine mounting, complement these capabilities. Emerging applications include hybrid setups with intelligent transport systems for advanced handling and adaptive motion tasks.

Alignment with Industry 4.0 and IoT

Cabinet-free automation aligns closely with Industry 4.0 principles by decentralizing control components and enabling seamless integration into connected, intelligent production environments.[1][45]

The modular, IP67-rated architecture of solutions such as Beckhoff’s MX-System and Bosch Rexroth’s IndraDrive Mi places power supplies, controllers, drives, I/O, and communication directly on or near machines, eliminating traditional control cabinets and supporting edge computing. This on-machine placement processes data locally, reducing latency and enabling real-time decision-making essential for responsive, data-driven operations in smart factories.[5][1][45]

EtherCAT integration in systems like the MX-System provides high-performance, deterministic communication for real-time data exchange across the machine and network. This supports the continuous flow of process data required for IoT connectivity, digital twins, and advanced analytics in Industry 4.0 environments.[5][18]

The plug-and-play modularity of these systems facilitates scalable, networked factory designs. Function modules can be combined flexibly to match specific application needs, enabling rapid adaptation and integration into cyber-physical production systems that emphasize connectivity, flexibility, and efficiency.[5][1][45]

Integrated diagnostic functions in these platforms support predictive maintenance by monitoring parameters such as temperature and providing real-time status information, contributing to reduced downtime and enhanced reliability in IoT-enabled smart manufacturing.[5][45]

Standardization and interoperability

Standardization and interoperability in cabinet-free automation are advanced through the adoption of open communication protocols such as EtherCAT, which provides deterministic, high-speed data exchange and supports seamless device integration across modular systems. EtherCAT, managed by the EtherCAT Technology Group as an open standard, enables real-time capability, parameterization, and comprehensive diagnostics in decentralized architectures. In Beckhoff's MX-System, EtherCAT is implemented in every module to achieve 100% integration, facilitating hot-swapping and plug-and-play assembly without traditional wiring.[1][5]

In leading implementations such as Beckhoff's MX-System, standardized electrical and mechanical interfaces promote modularity and ease of use by replacing individual wiring with uniform connectors that supply power, communication, and diagnostics, reducing errors and enabling flexible topologies. These connectors allow function modules to be plugged onto baseplates and secured easily, supporting modular expansion and compatibility with diverse automation signals within the system. While open communication protocols like EtherCAT enable interoperability at the data level, mechanical and electrical interfaces are currently vendor-specific.[1][5]

Worldwide deployment is supported by compliance with major certifications, including UL, CSA, and IEC standards. Systems such as the MX-System meet these requirements by design, allowing use across markets without regional modifications and ensuring conformity to electrical, safety, and EMC specifications.[1][5]

Emerging innovations

Ongoing innovations in cabinet-free automation center on the integration of artificial intelligence to enable advanced diagnostics and predictive maintenance in decentralized systems. Beckhoff has incorporated AI capabilities through tools such as TwinCAT Machine Learning Creator and TwinCAT CoAgent, which allow PLC programmers to train neural networks for applications including anomaly detection, signal analysis, and predictive maintenance without specialized AI expertise.[46] These functions monitor process values, log files, and KPIs in real time, identifying deviations, correlating alarms with contextual data to reduce false positives, and generating step-by-step diagnostic guidance.[47]

Specific diagnostic applications include detecting motor faults such as bearing damage or imbalance via current, vibration, or acoustic signals, diagnosing pump or compressor issues through temperature and current data, and identifying leaks in hydraulic or pneumatic systems based on pressure monitoring.[47] These AI-driven approaches can support the reliability of modular automation platforms using PC-based control and EtherCAT for distributed diagnostics.

Further developments in cabinet-free architectures focus on continued integration and scalability of modules to support diverse machine designs in space-constrained or high-power environments.

The combination of AI integration with modular, decentralized hardware points toward greater autonomy in future systems, where intelligent diagnostics and real-time optimization could enable more self-managing modular automation solutions.[46][47] Beckhoff's ongoing investments in AI and expanded production of cabinet-free technologies underscore this trajectory.[46]