A Data Driven Frequency Based Feature Extraction and Classification Method for EMA Fault Detection and Isolation

2012 ◽  
Author(s):  
Anthony J. Chirico ◽  
Jason R. Kolodziej ◽  
Larry Hall
Keyword(s):  
Feature Extraction ◽  
Fault Detection ◽  
Fault Detection And Isolation ◽  
Data Driven ◽  
Classification Method

A data-driven ground fault detection and isolation method for main circuit in railway electrical traction system

2019 ◽  
Vol 87 ◽  
pp. 264-271 ◽  
Author(s):  
Zhiwen Chen ◽  
Xueming Li ◽  
Chao Yang ◽  
Tao Peng ◽  
Chunhua Yang ◽  
...  
Keyword(s):  
Fault Detection ◽  
Fault Detection And Isolation ◽  
Data Driven ◽  
Isolation Method ◽  
Ground Fault ◽  
Traction System ◽  
Ground Fault Detection

scholarly journals Overview of fault detection methods for power plant control systems purposes

2019 ◽  
pp. 127-129
Author(s):  
Dmytro Shram ◽  
Oleksandr Stepanets
Keyword(s):  
Fault Detection ◽  
Control Systems ◽  
Power Plants ◽  
Fault Detection And Isolation ◽  
Data Driven ◽  
Detection Methods ◽  
Model Free ◽  
Power Plant Control ◽  
Technical Details ◽  
Plant Control

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.

Data-Driven Robust Fault Detection and Isolation of Three-Phase Induction Motor

2019 ◽  
Vol 66 (6) ◽  
pp. 4707-4715 ◽  
Author(s):  
Muhammad Faraz Tariq ◽  
Abdul Qayyum Khan ◽  
Muhammad Abid ◽  
Ghulam Mustafa
Keyword(s):  
Fault Detection ◽  
Induction Motor ◽  
Fault Detection And Isolation ◽  
Data Driven ◽  
Robust Fault Detection ◽  
Three Phase

Subspace aided data-driven design of robust fault detection and isolation systems

Automatica ◽  
2011 ◽  
Vol 47 (11) ◽  
pp. 2474-2480 ◽  
Author(s):  
Yulei Wang ◽  
Guangfu Ma ◽  
Steven X. Ding ◽  
Chuanjiang Li
Keyword(s):  
Fault Detection ◽  
Fault Detection And Isolation ◽  
Data Driven ◽  
Robust Fault Detection ◽  
Isolation Systems
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