基于深度学习的机械故障诊断

English | PDF | 2022 | 292 Pages | ISBN : 3036551735 | 25.2 MB

This book offers a compilation for experts, scholars, and researchers to present the most recent advancements, from theoretical methods to the applications of sophisticated fault diagnosis techniques. The deep learning methods for analyzing and testing complex mechanical systems are of particular interest. Special attention is given to the representation and analysis of system information, operating condition monitoring, the establishment of technical standards, and scientific support of machinery fault diagnosis.

这本书为专家、学者和研究人员提供了对最新进展的综合编纂，从理论方法到高级故障诊断技术的应用。特别值得关注的是用于分析和测试复杂机械系统的深度学习方法。本书还特别注重系统信息的表示与分析、运行状况监控、技术和标准建立，以及机器故障诊断的科学支持。

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