The learning factory Drive systems for industrial automation Processes are becoming more efficient, machines more flexible, and production systems increasingly autonomous. Modern installations not only automate workflows, they also capture states, detect deviations, and respond to them in a targeted way.
Driven by productivity, quality, and reliability, systems are emerging that continuously optimize themselves— from individual process steps to fully networked production environments. The key to this is the interaction of mechanics, drive technology, control systems, and software. Only when motion, control, and system logic are considered as an integrated whole does automation become a learning system. In production lines, robotic cells, or autonomous systems, drive solutions provide far more than motion. They capture loads, dynamics, and operating states, making processes transpar- ent—revealing data that was previously hidden. As a central element of many machines, the drive is an ideal indica- tor of the overall system’s condition. Combined with intelligent electronics
→ High‑precision and
sor; data becomes the foundation for predictive maintenance and optimized processes. Safety is a fundamental requirement of modern automation solutions. As hu- man–machine collaboration increases, production concepts grow more flexible and systems more connected, raising the demands on planning and imple- mentation in industrial environments. Safety as part of the system design Functional safety is not a standalone measure but part of the entire system design. It begins at the drive level, continues through control and software, and spans the entire life cycle of a sys- tem—from design and commissioning to daily operation. Only through comprehensive sys- tems thinking can safety, performance, and flexibility be brought into alignment.
reproducible movements for automated processes
→ High integration,
long service life, and certifiable safety functions
→ Stable operation from standalone machines to full production lines
and software, temperature profiles or deviations in operating behavior can be continuously analyzed. Solutions such as maxon MIND use this data to provide insights into machine condition, process stability, and remaining service life. In this way, the drive becomes a sen-
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