电厂控制系统故障检测方法概述

D.О. Shram, O. Stepanets
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引用次数: 0

摘要

本文的主要目的是综述故障检测与隔离(FDI)方法及其在各种电厂中的应用。由于主题的重点是模型和无模型的FDI方法,因此在参考文献中保留了技术细节。本文将进一步从基于模型的方法、数据驱动的方法和基于信号的方法三个方面进行概述。阐述了三种FDI方法的原理,介绍了几种常用FDI技术的特点。它还总结了与发电厂相关的数据驱动方法和应用。FDI在可能出现故障的tpp中的部分控制系统应用如表1所示。本文还讨论了针对tpp中各种故障的一些常用技术。
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Overview of fault detection methods for power plant control systems purposes
The main objective of this paper is to review of fault detection and isolation (FDI) methods and applications on various power plants. Due to the focus of the topic, on model and model-free FDI methods, technical details were kept in the references. We will overview the methods in terms of model-based, data driven and signal based methods further in the paper. Principles of three FDI methods are explained and characteristics of number of some popular techniques are described. It also summarizes data-driven methods and applications related to power generation plants. Parts of control system applications of FDI in TPPs with possible faults are shown in the Table I. Some popular techniques for the various faults in TPPs are discussed also.
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