{"title":"并网光伏系统中智能混合Takagi Sugeno-Integral Backstepping控制器的增强性能:处理器在环验证","authors":"Oumaima Echab , Noureddine Ech-Cherki , Ilham Nassar-Eddine , Elmostafa Chetouani , Abdellatif Obbadi , Youssef Errami , Smail Sahnoun , Mohssin Aoutoul","doi":"10.1016/j.compeleceng.2025.110690","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents an intelligent hybrid Takagi-Sugeno Integral Backstepping Control (TS-IBSC) technique to enhance the performance of grid-tied photovoltaic systems (GTPVS) under rapidly changing environmental conditions. The suggested technique combines TS fuzzy logic with the nonlinear IBSC, which is confirmed through Processor-In-the-Loop (PIL) implementation using the eZdsp F28335 board. This hybrid method is assessed under multiple scenarios, including abrupt climatic changes, real-world irradiance variations, a grid fault, and three-phase load changes. Results corroborate the superior MPPT efficiency of 98.85 %, rapid settling time of 17 ms, and reduced Harmonic Distortion (THD) of 0.59 % under standard conditions. TS-IBSC establishes rapid convergence, enhanced power quality, and overall system stability, outperforming conventional methods. The findings prove its feasibility for real-time practical applications, offering a robust and reliable solution for GTPVS.</div></div>","PeriodicalId":50630,"journal":{"name":"Computers & Electrical Engineering","volume":"128 ","pages":"Article 110690"},"PeriodicalIF":4.9000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhanced performance of intelligent hybrid Takagi Sugeno-Integral Backstepping controller for grid-tied PV systems: processor-in-the-loop validation\",\"authors\":\"Oumaima Echab , Noureddine Ech-Cherki , Ilham Nassar-Eddine , Elmostafa Chetouani , Abdellatif Obbadi , Youssef Errami , Smail Sahnoun , Mohssin Aoutoul\",\"doi\":\"10.1016/j.compeleceng.2025.110690\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper presents an intelligent hybrid Takagi-Sugeno Integral Backstepping Control (TS-IBSC) technique to enhance the performance of grid-tied photovoltaic systems (GTPVS) under rapidly changing environmental conditions. The suggested technique combines TS fuzzy logic with the nonlinear IBSC, which is confirmed through Processor-In-the-Loop (PIL) implementation using the eZdsp F28335 board. This hybrid method is assessed under multiple scenarios, including abrupt climatic changes, real-world irradiance variations, a grid fault, and three-phase load changes. Results corroborate the superior MPPT efficiency of 98.85 %, rapid settling time of 17 ms, and reduced Harmonic Distortion (THD) of 0.59 % under standard conditions. TS-IBSC establishes rapid convergence, enhanced power quality, and overall system stability, outperforming conventional methods. The findings prove its feasibility for real-time practical applications, offering a robust and reliable solution for GTPVS.</div></div>\",\"PeriodicalId\":50630,\"journal\":{\"name\":\"Computers & Electrical Engineering\",\"volume\":\"128 \",\"pages\":\"Article 110690\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Electrical Engineering\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0045790625006330\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Electrical Engineering","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0045790625006330","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
Enhanced performance of intelligent hybrid Takagi Sugeno-Integral Backstepping controller for grid-tied PV systems: processor-in-the-loop validation
This paper presents an intelligent hybrid Takagi-Sugeno Integral Backstepping Control (TS-IBSC) technique to enhance the performance of grid-tied photovoltaic systems (GTPVS) under rapidly changing environmental conditions. The suggested technique combines TS fuzzy logic with the nonlinear IBSC, which is confirmed through Processor-In-the-Loop (PIL) implementation using the eZdsp F28335 board. This hybrid method is assessed under multiple scenarios, including abrupt climatic changes, real-world irradiance variations, a grid fault, and three-phase load changes. Results corroborate the superior MPPT efficiency of 98.85 %, rapid settling time of 17 ms, and reduced Harmonic Distortion (THD) of 0.59 % under standard conditions. TS-IBSC establishes rapid convergence, enhanced power quality, and overall system stability, outperforming conventional methods. The findings prove its feasibility for real-time practical applications, offering a robust and reliable solution for GTPVS.
期刊介绍:
The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency.
Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.