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Updated: Jan 29, 2026

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基于物理学的深度隐藏马尔科夫模型和瓦斯斯坦生成对抗网络用于水力系统状态监测

Nahid Jafari1, Maliheh Maghfoori Farsangi1

  • 1Electrical Engineering department, Shahid Bahonar University of Kerman, Kerman, Iran.

ISA transactions
|January 27, 2026
PubMed
概括

本研究介绍了一种新的基于物理的深度隐藏马尔科夫模型 (PiDHMM) 与瓦斯斯坦生成对抗网络 (WGAN) 进行先进的液压系统故障检测. PiDHMM-WGAN方法显著提高了条件监测的准确性和可解释性.

关键词:
状态监控 状态监控液压系统 水力系统基于物理学的深度隐藏的马尔科夫模型.瓦斯斯坦的生成对抗网络.

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