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: Servo drives that utilize resolvers for angular feedback typically exhibit higher noise levels than those equipped with optical encoders, particularly when the servo drive system operates ...
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