A rapid modelling method for machine tool power consumption using transfer learning
Qi Wang,
Xi Chen,
Ming Chen
et al.
Abstract:for Q. Wang A rapid modelling method for machine tool power consumption using transfer learning Abstract:Accurate power consumption models are the basis for improving energy efficiency of machine tools. The acquisition of energy consumption characteristics of different machine tools requires a large number of calibration experiments, which leads to low modelling efficiency. This paper proposes a rapid modelling method using transfer-learning to obtain the power consumption model of the target machine tool. Aft… Show more
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