Leonardo Trigueiro Dos Santos, Manuela Sechilariu, F. Locment
{"title":"基于预测的孤岛微电网资源调度与管理优化","authors":"Leonardo Trigueiro Dos Santos, Manuela Sechilariu, F. Locment","doi":"10.1109/ISIE.2015.7281564","DOIUrl":null,"url":null,"abstract":"This paper presents an optimal scheduling and real-time power management for islanded microgrid. Based on prediction data, a multi-objective cost function is formulated aiming to minimize the total energy cost by reducing the diesel-generator fuel consumption and load shedding, while respecting the storage parameters and microgrid operation constraints. The problem is solved with two different optimization algorithms. Simulation results prove that the mixed integer linear programing optimization permits to obtain the lower total energy cost for real-time power balancing.","PeriodicalId":377110,"journal":{"name":"2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Prediction-based optimization for islanded microgrid resources scheduling and management\",\"authors\":\"Leonardo Trigueiro Dos Santos, Manuela Sechilariu, F. Locment\",\"doi\":\"10.1109/ISIE.2015.7281564\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an optimal scheduling and real-time power management for islanded microgrid. Based on prediction data, a multi-objective cost function is formulated aiming to minimize the total energy cost by reducing the diesel-generator fuel consumption and load shedding, while respecting the storage parameters and microgrid operation constraints. The problem is solved with two different optimization algorithms. Simulation results prove that the mixed integer linear programing optimization permits to obtain the lower total energy cost for real-time power balancing.\",\"PeriodicalId\":377110,\"journal\":{\"name\":\"2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISIE.2015.7281564\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIE.2015.7281564","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Prediction-based optimization for islanded microgrid resources scheduling and management
This paper presents an optimal scheduling and real-time power management for islanded microgrid. Based on prediction data, a multi-objective cost function is formulated aiming to minimize the total energy cost by reducing the diesel-generator fuel consumption and load shedding, while respecting the storage parameters and microgrid operation constraints. The problem is solved with two different optimization algorithms. Simulation results prove that the mixed integer linear programing optimization permits to obtain the lower total energy cost for real-time power balancing.