The idea of building a machine from isolated parts, each with its own setup and software, no longer fits how modern automation works.

Abstract: This paper presents a gain tuning method for servo drives that combines machine learning model (LightGBM) and optimization algorithm (PSO). The LightGBM model can predict the response ...

Abstract: The switching frequency of the power electronics in servo drives significantly impacts its power dissipation and process accuracy. To date, a constant high switching frequency is typically ...

As machine builders push for higher throughput, tighter control accuracy, and smaller footprints, the selection of servo motors becomes a critical engineering decision. Industrial automation systems ...