Back to Search Start Over

A hierarchical fuzzy comprehensive evaluation algorithm for running states of an electromechanical system

Authors :
Fuzhong Wang
Sumin Han
Yuanyuan Li
Meng Zhou
Source :
Systems Science & Control Engineering, Vol 9, Iss S1, Pp 103-113 (2021)
Publication Year :
2021
Publisher :
Taylor & Francis Group, 2021.

Abstract

A fuzzy hierarchical comprehensive evaluation algorithm including fuzzy matrix and comprehensive evaluation matrix calculation thought is proposed to accurately evaluate the running state of an electromechanical system. The analytic hierarchy process is included in the algorithm, which calculates the state of each subsystem from top to bottom and the states are used as the evaluation factor of the upper system. The idea of degradation degrees is introduced to standardize the indicators. The paper carried out the simulation experiment for the electromechanical system with a model number of JKMD-4 × 4(Z). The experimental results show that the established state evaluation model can accurately judge the operation state of the system with not too much data.

Details

Language :
English
ISSN :
21642583
Volume :
9
Issue :
S1
Database :
Directory of Open Access Journals
Journal :
Systems Science & Control Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.7055a4bf80c640878f601805b7302267
Document Type :
article
Full Text :
https://doi.org/10.1080/21642583.2020.1843086