{"title":"一类和二类模糊逻辑系统的性能比较","authors":"K. A. Naik, C. P. Gupta","doi":"10.1109/ISPCC.2017.8269652","DOIUrl":null,"url":null,"abstract":"Fuzzy Logic concepts have been applied with great success in many world applications. The majority of fuzzy logic system (FLS) so far has been used Type-1 FLS. However, Type-1 FLS cannot handle the high level of uncertainties available in the system (plant). A new concept named as interval Type-2 FLS has been developed due to its uncertainties handling capacity. In this paper, Type-1 and Type-2 FLS are developed and designed for pitch angle controlled wind energy system as an application to investigate their performance. The results show that the Type-2 fuzzy logic controller offers better performance than the Type-1 FLS.","PeriodicalId":142166,"journal":{"name":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","volume":"43 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":"{\"title\":\"Performance comparison of Type-1 and Type-2 fuzzy logic systems\",\"authors\":\"K. A. Naik, C. P. Gupta\",\"doi\":\"10.1109/ISPCC.2017.8269652\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fuzzy Logic concepts have been applied with great success in many world applications. The majority of fuzzy logic system (FLS) so far has been used Type-1 FLS. However, Type-1 FLS cannot handle the high level of uncertainties available in the system (plant). A new concept named as interval Type-2 FLS has been developed due to its uncertainties handling capacity. In this paper, Type-1 and Type-2 FLS are developed and designed for pitch angle controlled wind energy system as an application to investigate their performance. The results show that the Type-2 fuzzy logic controller offers better performance than the Type-1 FLS.\",\"PeriodicalId\":142166,\"journal\":{\"name\":\"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)\",\"volume\":\"43 7\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"18\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPCC.2017.8269652\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 4th International Conference on Signal Processing, Computing and Control (ISPCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPCC.2017.8269652","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Performance comparison of Type-1 and Type-2 fuzzy logic systems
Fuzzy Logic concepts have been applied with great success in many world applications. The majority of fuzzy logic system (FLS) so far has been used Type-1 FLS. However, Type-1 FLS cannot handle the high level of uncertainties available in the system (plant). A new concept named as interval Type-2 FLS has been developed due to its uncertainties handling capacity. In this paper, Type-1 and Type-2 FLS are developed and designed for pitch angle controlled wind energy system as an application to investigate their performance. The results show that the Type-2 fuzzy logic controller offers better performance than the Type-1 FLS.
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