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Industrial Time Series Information Representation Methods

  • Lei Ren,
  • Zidi Jia

摘要

In this chapter systematically introduces industrial time series information methods, including industrial time series multi-channel information representation methods, industrial time series multi-scale information representation methods, industrial time series multi-level time–frequency domain information representation methods, industrial time series multi-level information representation methods and industrial time series spatiotemporal coupling information characterization modeling methods. Through in-depth discussion of the principles and application cases of these methods, readers will be able to understand how to effectively utilize time series data to improve the efficiency and quality of industrial production.