Wind Turbine Fault Diagnosis System Based on A Fuzzy Expert System

DOI

10.2991/ipemec-15.2015.98How to use a DOI?

Keywords

Wind turbine; Fault diagnosis system; Fuzzy expert system; Fuzzy Rete algorithm

Abstract

A fuzzy expert system which can simultaneously support many kinds of rules including fuzzy production rule, fault tree and decision tree in a unified framework are researched. Fuzzy rete algorithm is adopted to speed up the fuzzy reasoning chain. A wind turbine diagnosis expert system is developed based on the fuzzy expert system. Experiment data is employed to verify the feasibility of the inference engine, and the results show that with proper knowledge imported the misdiagnosis rate is low, the inference process can be exported and the match degree of the health rule can be used as a health state indicator.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wenguang Yang
AU  - Dongxiang Jiang
PY  - 2015/05
DA  - 2015/05
TI  - Wind Turbine Fault Diagnosis System Based on A Fuzzy Expert System
BT  - Proceedings of the 2015 International Power, Electronics and Materials Engineering Conference
PB  - Atlantis Press
SP  - 524
EP  - 529
SN  - 2352-5401
UR  - https://doi.org/10.2991/ipemec-15.2015.98
DO  - 10.2991/ipemec-15.2015.98
ID  - Yang2015/05
ER  -