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Performance of Machine-Learning-Based Algorithms for Anomaly Detection in Variable Frequency Drives Using Temperature Signals

Artur D. Surówka,Ruomu Tan, Alireza Nemat Saberi,Marcin Firla

2023 IEEE 14th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)(2023)

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关键词
variable frequency drives,anomaly detection,hidden Markov models,deep autoencoders,kernel principal component analysis,out of bounds anomaly score
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