{"title":"基于随机对偶动态规划方法的风-光电-水电互补系统随机调度","authors":"Chang Liu, Fang-Ru Liu, Ruiguang Ma, Yufan Chen, Li Pan, X. Xu","doi":"10.1109/ICSGSC56353.2022.9963011","DOIUrl":null,"url":null,"abstract":"This work presents a multistage stochastic programming formulation of a wind-photovoltaic-hydro complementary system considering the uncertainties in the system. It aims to meet the scheduling requirements of the power grid and maximize utilization level of renewable energy. To solve the problem using FAST toolbox, the stochastic scheduling optimization model is linearized, which is resolved based on stochastic dual dynamic programming. Finally, the effectiveness and superiority of the applied method are verified by a case study.","PeriodicalId":66748,"journal":{"name":"智能电网(汉斯)","volume":"2 1","pages":"190-194"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Stochastic Scheduling of a Wind-Photovoltaic-Hydro Complementary System Using Stochastic Dual Dynamic Programming Method\",\"authors\":\"Chang Liu, Fang-Ru Liu, Ruiguang Ma, Yufan Chen, Li Pan, X. Xu\",\"doi\":\"10.1109/ICSGSC56353.2022.9963011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work presents a multistage stochastic programming formulation of a wind-photovoltaic-hydro complementary system considering the uncertainties in the system. It aims to meet the scheduling requirements of the power grid and maximize utilization level of renewable energy. To solve the problem using FAST toolbox, the stochastic scheduling optimization model is linearized, which is resolved based on stochastic dual dynamic programming. Finally, the effectiveness and superiority of the applied method are verified by a case study.\",\"PeriodicalId\":66748,\"journal\":{\"name\":\"智能电网(汉斯)\",\"volume\":\"2 1\",\"pages\":\"190-194\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"智能电网(汉斯)\",\"FirstCategoryId\":\"1087\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSGSC56353.2022.9963011\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"智能电网(汉斯)","FirstCategoryId":"1087","ListUrlMain":"https://doi.org/10.1109/ICSGSC56353.2022.9963011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Stochastic Scheduling of a Wind-Photovoltaic-Hydro Complementary System Using Stochastic Dual Dynamic Programming Method
This work presents a multistage stochastic programming formulation of a wind-photovoltaic-hydro complementary system considering the uncertainties in the system. It aims to meet the scheduling requirements of the power grid and maximize utilization level of renewable energy. To solve the problem using FAST toolbox, the stochastic scheduling optimization model is linearized, which is resolved based on stochastic dual dynamic programming. Finally, the effectiveness and superiority of the applied method are verified by a case study.
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