R. Stanisławski, W. Czuczwara, K. Latawiec, M. Lukaniszyn, R. Kopka
{"title":"用GL分数阶导数的离散时间Laguerre近似对一个简单分数阶电路进行建模和辨识","authors":"R. Stanisławski, W. Czuczwara, K. Latawiec, M. Lukaniszyn, R. Kopka","doi":"10.1109/PAEE.2016.7605109","DOIUrl":null,"url":null,"abstract":"This paper presents a new method for modeling and identification of a simple electric circuit described by fractional-order differential equation. The Grunwald-Letnikov fractional-order derivative is approximated by its effective discrete-time model based on Laguerre filters, giving rise to a new discrete-time integer-order equation modeling the considered electric circuit. High accuracy of modeling and parameter estimation for the circuit, under moderate computational effort, is verified on a real-life experimental data.","PeriodicalId":165474,"journal":{"name":"2016 Progress in Applied Electrical Engineering (PAEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Modeling and identification of a simple fractional-order circuit via discrete-time Laguerre approximation to the GL fractional-order derivative\",\"authors\":\"R. Stanisławski, W. Czuczwara, K. Latawiec, M. Lukaniszyn, R. Kopka\",\"doi\":\"10.1109/PAEE.2016.7605109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a new method for modeling and identification of a simple electric circuit described by fractional-order differential equation. The Grunwald-Letnikov fractional-order derivative is approximated by its effective discrete-time model based on Laguerre filters, giving rise to a new discrete-time integer-order equation modeling the considered electric circuit. High accuracy of modeling and parameter estimation for the circuit, under moderate computational effort, is verified on a real-life experimental data.\",\"PeriodicalId\":165474,\"journal\":{\"name\":\"2016 Progress in Applied Electrical Engineering (PAEE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 Progress in Applied Electrical Engineering (PAEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PAEE.2016.7605109\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 Progress in Applied Electrical Engineering (PAEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PAEE.2016.7605109","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Modeling and identification of a simple fractional-order circuit via discrete-time Laguerre approximation to the GL fractional-order derivative
This paper presents a new method for modeling and identification of a simple electric circuit described by fractional-order differential equation. The Grunwald-Letnikov fractional-order derivative is approximated by its effective discrete-time model based on Laguerre filters, giving rise to a new discrete-time integer-order equation modeling the considered electric circuit. High accuracy of modeling and parameter estimation for the circuit, under moderate computational effort, is verified on a real-life experimental data.