Integrating spatiotemperporal features into fault prediction using a multi-dimensional method

This study proposes a method to validate multidimensional fault prediction models. It integrates vibration and current data, analyzes spatiotemporal characteristics, and uses support vector machines and random forest algorithms to analyze fault characteristics. The short-time Fourier transform is us...

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Bibliographic Details
Main Authors: Chun-Yi Lin, Yu-Chuan Tseng, Wu-Sung Yao
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
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Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025019279
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