{"title":"基于快速凸规划的混合能源系统设计优化","authors":"R. Clark, W. Cronje, M. V. van Wyk","doi":"10.1109/ISMS.2014.78","DOIUrl":null,"url":null,"abstract":"In this paper, a methodology for the optimal economic design of a hybrid energy system is presented. The novelty of the proposed methodology lies in the fact that a convex optimization approach is used - allowing a solution to be found very efficiently compared to existing techniques. A simulation model for a grid-connected PV/wind/diesel hybrid system is implemented in Math works Simulink (TM). Using this simulation model, it is shown that the design problem under consideration is indeed convex. An interior-point convex solver is then used to design an optimal PV/wind/diesel system with lowest overall cost (capital running costs) for a small university campus using a 35 year project lifetime. The results agree with those obtained using the closed-source HOMER software package which is based on slow discrete combinatorial optimization.","PeriodicalId":216271,"journal":{"name":"2014 5th International Conference on Intelligent Systems, Modelling and Simulation","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Design Optimization of a Hybrid Energy System through Fast Convex Programming\",\"authors\":\"R. Clark, W. Cronje, M. V. van Wyk\",\"doi\":\"10.1109/ISMS.2014.78\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a methodology for the optimal economic design of a hybrid energy system is presented. The novelty of the proposed methodology lies in the fact that a convex optimization approach is used - allowing a solution to be found very efficiently compared to existing techniques. A simulation model for a grid-connected PV/wind/diesel hybrid system is implemented in Math works Simulink (TM). Using this simulation model, it is shown that the design problem under consideration is indeed convex. An interior-point convex solver is then used to design an optimal PV/wind/diesel system with lowest overall cost (capital running costs) for a small university campus using a 35 year project lifetime. The results agree with those obtained using the closed-source HOMER software package which is based on slow discrete combinatorial optimization.\",\"PeriodicalId\":216271,\"journal\":{\"name\":\"2014 5th International Conference on Intelligent Systems, Modelling and Simulation\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 5th International Conference on Intelligent Systems, Modelling and Simulation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISMS.2014.78\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 5th International Conference on Intelligent Systems, Modelling and Simulation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMS.2014.78","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design Optimization of a Hybrid Energy System through Fast Convex Programming
In this paper, a methodology for the optimal economic design of a hybrid energy system is presented. The novelty of the proposed methodology lies in the fact that a convex optimization approach is used - allowing a solution to be found very efficiently compared to existing techniques. A simulation model for a grid-connected PV/wind/diesel hybrid system is implemented in Math works Simulink (TM). Using this simulation model, it is shown that the design problem under consideration is indeed convex. An interior-point convex solver is then used to design an optimal PV/wind/diesel system with lowest overall cost (capital running costs) for a small university campus using a 35 year project lifetime. The results agree with those obtained using the closed-source HOMER software package which is based on slow discrete combinatorial optimization.