One Fusion Approach of Fault Diagnosis Based on Rough Sets Theory and Dempster-Shafer Theory

Autor: Yan Qin Su, Ting Xue Xu, Ji Hong Cheng
Rok vydání: 2012
Předmět:
Zdroj: Applied Mechanics and Materials. :405-409
ISSN: 1662-7482
DOI: 10.4028/www.scientific.net/amm.241-244.405
Popis: There is the advantage of Rough Sets Theory for redundant condition reduction and D-S Theory for combination rules reasoning, one fusion approach based on the two theories was given. Firstly, the test data was discretizated and attribution reduced to get the reduction decision table. Then, the basic probability assignment was gotten through calculating the condition attribution of the decision table while the condition attribution was regarded as evidence input and the decision attribution as discernment frame. Finally, the evidence was combination reasoned and the fault diagnosis results were gotten, and the application example was verified its validity.
Databáze: OpenAIRE