Fatiha Habbi, Nour El Houda Gabour, M. Bounekhla, E. Boudissa
{"title":"基于Nelder -Mead算法的PI控制器对同步发电机输出电压进行控制","authors":"Fatiha Habbi, Nour El Houda Gabour, M. Bounekhla, E. Boudissa","doi":"10.1109/SSD52085.2021.9429387","DOIUrl":null,"url":null,"abstract":"In this paper, Nelder-Mead simplex algorithm (NMA) is proposed to tune the optimal parameters of a proportional integral (PI) controller for the output voltage regulation of synchronous generator through different loading conditions. The model of the SG is related to diverse loads in two ways. Firstly, each load is related separately and secondly the SG loads change through the operation in order to guarantee the robustness of controller for large load deviations. In addition, parameters of the PI controller are obtained by minimization of the quadratic output error between the reference voltage and the terminal voltage of the generator calculated from the adopted model at the same time. Simulation results obtained by MATLAB and Simulink are investigated for output voltage regulation of SG without any controller at first, then with PI controller. In order to evaluate the performance of the NMA-PI controller, the results are compared with the Hooke and Jeeves (H&J) method. The comparison shows that the NMA tuned PI controller has better control performances versus the (H&J) method.","PeriodicalId":6799,"journal":{"name":"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"150 1","pages":"365-374"},"PeriodicalIF":0.0000,"publicationDate":"2021-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Output voltage control of synchronous generator using Nelder –Mead algorithm based PI controller\",\"authors\":\"Fatiha Habbi, Nour El Houda Gabour, M. Bounekhla, E. Boudissa\",\"doi\":\"10.1109/SSD52085.2021.9429387\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, Nelder-Mead simplex algorithm (NMA) is proposed to tune the optimal parameters of a proportional integral (PI) controller for the output voltage regulation of synchronous generator through different loading conditions. The model of the SG is related to diverse loads in two ways. Firstly, each load is related separately and secondly the SG loads change through the operation in order to guarantee the robustness of controller for large load deviations. In addition, parameters of the PI controller are obtained by minimization of the quadratic output error between the reference voltage and the terminal voltage of the generator calculated from the adopted model at the same time. Simulation results obtained by MATLAB and Simulink are investigated for output voltage regulation of SG without any controller at first, then with PI controller. In order to evaluate the performance of the NMA-PI controller, the results are compared with the Hooke and Jeeves (H&J) method. The comparison shows that the NMA tuned PI controller has better control performances versus the (H&J) method.\",\"PeriodicalId\":6799,\"journal\":{\"name\":\"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)\",\"volume\":\"150 1\",\"pages\":\"365-374\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-03-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SSD52085.2021.9429387\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSD52085.2021.9429387","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
摘要
本文采用Nelder-Mead单纯形算法(NMA)对比例积分(PI)控制器在不同负载条件下的最优参数进行整定,实现同步发电机输出电压的调节。SG的模型与不同荷载有两种关系。首先,每个负载是单独关联的,其次,SG负载随着运行而变化,以保证控制器对大负载偏差的鲁棒性。此外,PI控制器的参数是通过最小化参考电压与发电机终端电压之间的二次输出误差来获得的。首先利用MATLAB和Simulink对无控制器的SG输出电压调节进行了仿真研究,然后采用PI控制器对SG输出电压进行了调节。为了评价NMA-PI控制器的性能,将结果与Hooke and Jeeves (H&J)方法进行了比较。比较表明,NMA调谐PI控制器比(H&J)方法具有更好的控制性能。
Output voltage control of synchronous generator using Nelder –Mead algorithm based PI controller
In this paper, Nelder-Mead simplex algorithm (NMA) is proposed to tune the optimal parameters of a proportional integral (PI) controller for the output voltage regulation of synchronous generator through different loading conditions. The model of the SG is related to diverse loads in two ways. Firstly, each load is related separately and secondly the SG loads change through the operation in order to guarantee the robustness of controller for large load deviations. In addition, parameters of the PI controller are obtained by minimization of the quadratic output error between the reference voltage and the terminal voltage of the generator calculated from the adopted model at the same time. Simulation results obtained by MATLAB and Simulink are investigated for output voltage regulation of SG without any controller at first, then with PI controller. In order to evaluate the performance of the NMA-PI controller, the results are compared with the Hooke and Jeeves (H&J) method. The comparison shows that the NMA tuned PI controller has better control performances versus the (H&J) method.