{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:33:39Z","timestamp":1750224819700,"version":"3.37.3"},"reference-count":25,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,6,8]],"date-time":"2021-06-08T00:00:00Z","timestamp":1623110400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004607","name":"Natural Science Foundation of Guangxi Province","doi-asserted-by":"publisher","award":["2017GXNSFA A198161"],"award-info":[{"award-number":["2017GXNSFA A198161"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Electrical and Computer Engineering"],"published-print":{"date-parts":[[2021,6,8]]},"abstract":"<jats:p>In the off-grid microgrid cluster, the energy storage device is mainly charged and discharged to maintain the stability of the bus voltage and the system power balance. Generally, the voltage and current double closed-loop control and fuzzy control are adopted for the energy storage converter. The traditional double closed-loop control parameters and the scale factor and quantization factor in fuzzy control cannot be adjusted in real time during system operation, resulting in slower dynamic response and weak anti-interference ability of the system. In response to the above problems, this paper proposes an adaptive genetic fuzzy double closed-loop control, which can adjust the PI control parameters in real time by adjusting the quantization factor and the scale factor to optimize the control effect. The simulation platform is built in MATLAB\/Simulink and the simulation results show that the adaptive genetic fuzzy double closed-loop control combines the advantages of fuzzy and PI control. Under different working conditions, the system has not only a fast dynamic response, small overshoot, and strong anti-interference ability but also good robustness.<\/jats:p>","DOI":"10.1155\/2021\/5515362","type":"journal-article","created":{"date-parts":[[2021,6,9]],"date-time":"2021-06-09T19:07:28Z","timestamp":1623265648000},"page":"1-12","source":"Crossref","is-referenced-by-count":5,"title":["The Voltage Stabilizing Control Strategy of Off-Grid Microgrid Cluster Bus Based on Adaptive Genetic Fuzzy Double Closed-Loop Control"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0060-4544","authenticated-orcid":true,"given":"Yu","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongwan","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1080\/00207721.2021.1900449"},{"issue":"5","key":"2","article-title":"Voltage stability of solar dish-Stirling based autonomous DC microgrid using grey wolf optimised FOPID-controller","volume":"40","author":"K. Ramesh","year":"2021","journal-title":"International Journal of Sustainable Energy"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/tsg.2014.2337838"},{"issue":"8","key":"4","article-title":"Impact of advanced load-frequency control on optimal size of battery energy storage in islanded microgrid system","volume":"14","author":"S. Sandro","year":"2021","journal-title":"Energies"},{"first-page":"1","article-title":"Real-time monitoring and control system for Trieste University campus electrical distribution grid","author":"M. Chiandone","key":"5"},{"issue":"12","key":"6","first-page":"3499","article-title":"Flexible interconnected multi-microgrid structure and control method based on hybrid public connection unit","volume":"039","author":"W. Huang","year":"2019","journal-title":"Proceedings of the CSEE"},{"key":"7","article-title":"Solar photovoltaic power forecasting","volume":"2020","author":"ElH.. A. Bourouhou","year":"2020","journal-title":"Journal of Electrical and Computer Engineering"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6275460"},{"first-page":"536","article-title":"A modeling and simulation of optimized interconnection between DC microgrids with novel strategies of voltage, power and control","author":"J. M\u00edrez","key":"9"},{"first-page":"1","article-title":"Reliability-constrained self-organization and energy management towards a resilient microgrid cluster","author":"M. He","key":"10"},{"issue":"22","key":"11","first-page":"137","article-title":"Research status and application 453 analysis of bidirectional DC-DC converters in DC micro-grids","volume":"31","author":"Z. Lei","year":"2016","journal-title":"Transactions 454 of China Electrotechnical Society"},{"issue":"5","key":"12","first-page":"125","article-title":"Virtual direct power control strategy of dual active 498 bridge DC-DC converter","volume":"499","author":"P. Song","year":"2018","journal-title":"Electrical Measurement & Instrumentation"},{"first-page":"491","article-title":"Research on simulation method for typical scenes of microgrid (group) access to distribution network","author":"Z. Wu","key":"13"},{"issue":"4","key":"14","first-page":"319","article-title":"Stability control strategy of hybrid energy storage DC microgrid based on double closed loop","volume":"41","author":"P. Ge","year":"2019","journal-title":"Heilongjiang Electric Power, Heilongjiang, China"},{"first-page":"633","article-title":"Research on VSC-HVDC double closed loop controller based on variable universe fuzzy PID control","author":"H. Liang","key":"15"},{"first-page":"1876","article-title":"Research on improvement of voltage fluctuation in micro-grid based on improved double closed loop control of flywheel battery","author":"M. Xiaochun","key":"16"},{"first-page":"359","article-title":"A double closed-loop control strategy for LCL-type grid-connected inverter based on combination state feedback","author":"X. Wu","key":"17"},{"issue":"1","key":"18","article-title":"A fuzzy control framework for interconnected nonlinear power networks under TDS attack: estimation and compensation","volume":"358","author":"Z. Zhixiong","year":"2021","journal-title":"Journal of the Franklin Institute"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1007\/s42452-020-03880-y"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899x\/971\/2\/022026"},{"first-page":"241","article-title":"Simulation study of double closed-loop spwm inverter based on fuzzy neural network","author":"Z. Liu","key":"21"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2018.2815552"},{"first-page":"6772","article-title":"RBF neural network adaptive sliding mode control based on genetic algorithm optimization","author":"Z. Jie","key":"23"},{"first-page":"428","article-title":"PID control of temperature and humidity in granary based on improved genetic algorithm","author":"Z. Peng","key":"24"},{"issue":"4","key":"25","first-page":"294","article-title":"Optimization of fuzzy internal model PID controller based on genetic algorithm","volume":"47","author":"Yu Zhe","year":"2020","journal-title":"Control and Instruments in Chemical Industry"}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2021\/5515362.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2021\/5515362.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2021\/5515362.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,9]],"date-time":"2021-06-09T19:07:42Z","timestamp":1623265662000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jece\/2021\/5515362\/"}},"subtitle":[],"editor":[{"given":"Luigi","family":"Piegari","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,6,8]]},"references-count":25,"alternative-id":["5515362","5515362"],"URL":"https:\/\/doi.org\/10.1155\/2021\/5515362","relation":{},"ISSN":["2090-0155","2090-0147"],"issn-type":[{"type":"electronic","value":"2090-0155"},{"type":"print","value":"2090-0147"}],"subject":[],"published":{"date-parts":[[2021,6,8]]}}}