相关实验视频

Updated: Jan 12, 2026

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

2.1K

通过kolmogorov-arnold网络在非静止工业过程中检测故障,并进行测试时间培训

Daye Li1, Jie Dong1, Kaixiang Peng2

  • 1Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, 100083, PR China.

ISA transactions
|October 30, 2025
PubMed
概括

本研究介绍了一项使用科尔莫戈罗夫-阿诺德网络 (KAN) 和测试时间培训 (TTT) 的终身故障检测策略,以适应不断变化的工业数据分布. 该方法在非静止条件下实现了高精度,零假报警.

关键词:
故障检测 检测故障检测工业过程监控 工业过程监控科尔摩戈罗夫纳奥尔德的网络.非静止的过程是不静止的.在线学习在线学习.

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