Feature

The next evolution in industrial automation: Self-aware motion control

The next evolution in industrial automation requires a machine independently to adapt its performance parameters to complete an assigned task from a factory operator, or reconfigure itself to optimise its behaviour based on input from a productivity-enhanced artificial intelligence (AI) observer algorithm.

02/03/2023 10:25:07

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The value of a self-aware machine is its ability to maximise productivity, extend the operational lifespan of equipment, and reduce maintenance costs.

The
journey to self-aware motion control
Self-awareness describes a system with knowledge of itself, based on an understanding of its capabilities and the system's performance
goals. Self-aware motion control systems require the implementation of multiple control layers that interpret sensor inputs and desired system parameters, and provide the capability to
compare their operational behaviour with the desired system performance.

To accomplish these goals and create self-aware motion control systems, we need to create an
adaptive motion control agent to monitor the system's actions and dynamically adapt its performance, based on the drive system's work environment.

Read the full article in DPA's March issue

Written By Sophia Bell

Sophia Bell is the Group Editor of DPA, Connectivity, and PBSI. She joined the team in 2020 as Assistant Editor after achieving a First-Class Honours BA in English Literature and Film Studies from the University of East Anglia. In her current role, she leads the editorial strategy, driving digital growth and ensuring each title continues to deliver trusted, relevant insight for engineering and manufacturing professionals.