标题:Fuzzy grey predictor compensated time-varying variable structure controller for solar inverters
作者:Chang, En-Chih; Xu, Ziang; Su, Zhiyi; Wu, Rong-Ching
通讯作者:Wu, RongChing
作者机构:[Chang, En-Chih; Xu, Ziang; Wu, Rong-Ching] I Shou Univ, Dept Elect Engn, Kaohsiung 84001, Taiwan.; [Su, Zhiyi] Shandong Univ, Sch Control Sci & Eng 更多
来源:JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
出版年:2015
卷:29
期:6
页码:2597-2602
DOI:10.3233/IFS-151962
关键词:Grey predictor (GP); time-varying variable structure controller (TVVSC);; fuzzy logic (FL); solar inverter; voltage harmonics
摘要:In this paper, a fuzzy grey predictor (GP) compensated time-varying variable structure controller (TVVSC) is developed and applied to solar inverters. TVVSC can shorten the reaching phase and ensure the sliding mode occurrence from an arbitrary initial state. However, while loading is a severe nonlinear condition, the TVVSC may suffer from chattering and steady-state error problems, thus deteriorating solar inverter performance. A GP is thus devoted to alleviate the chattering when the system uncertainty bounds are overestimated, and to reduce the steady-state error when the system uncertainty bounds are underestimated. However, the GP with a fixed forecasting value causes long rise time or large overshoot of the system response. Thus, fuzzy logic (FL) is applied to obtain flexible forecasting values to improve the system performance. With the proposed controller, the robustness of the solar inverter system can be enhanced, and a high-quality solar inverter sinusoidal output voltage with low voltage harmonics and fast dynamic response can be obtained, even under nonlinear loading. The theoretical analysis, design procedure, computer simulations, and digital signal processing (DSP)-based experimental implementation for solar inverters are presented to verify the efficacy of the proposed controller.
收录类别:EI;SCOPUS;SCIE
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84951790649&doi=10.3233%2fIFS-151962&partnerID=40&md5=df6ae4f860ae2d189c52947de3051b83
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