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Magnetic hysteresis modeling from measured data using fuzzy logic
| Content Provider | Semantic Scholar |
|---|---|
| Author | Boudjema, Bezzazi Mordjaoui, Mourad Bouabaz, Mohamed Daira, Radouane |
| Copyright Year | 2010 |
| Abstract | This paper propose an accurate Fuzzy model for des cribing dynamic hysteresis of ferromagnetic material from measured data using sof t computing approaches. We highlighted a fuzzy dynamic model based on measured and normalized inpu t/output data on a C core transformer made of 0.33mm laminations of cold rolled SiFe. Membership’ s functions of fuzzy rules are obtained by using th e Expectation-Maximization algorithm and the number o f fuzzy rules is optimized by the partition coefficients (PC) and entropy classification (EC) i ndices. Results show the efficiency of clustering techniques in the identification of highly nonlinea r systems |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://nsc10.cankaya.edu.tr/proceedings/PAPERS/Symp8-Mathematical%20Models%20in%20Engineering/Paper65.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |