{"title":"基于背包近似算法的der点对点市场清算框架","authors":"M. Khorasany, Yateendra Mishra, G. Ledwich","doi":"10.1109/ISGTEurope.2017.8260107","DOIUrl":null,"url":null,"abstract":"Rapid uptake of distributed energy resources (DER) requires a new market platform for their active participation to manage energy balance locally. This paper proposes a new Peer to Peer (P2P) market in transactive energy (TE) framework for trading energy among distributed residential prosumers. P2P market is used to enable DERs to trade energy in a distribution network. DERs in the form of residential prosumers decide to buy and/or sell energy to/from other prosumers through an auction. A knapsack approximation algorithm is proposed and the mechanism of market clearing is presented to maximize the economic surplus for a given DER owner in the auction. Residential prosumers, if acting as a seller, use a Battery Energy Storage System (BESS) for storing renewable energy and evaluate the amount of energy that can be appropriately bid in a given time interval. Numerical results depict that using the proposed framework increases the economic surplus of DER owners in the market.","PeriodicalId":345050,"journal":{"name":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"37","resultStr":"{\"title\":\"Peer-to-peer market clearing framework for DERs using knapsack approximation algorithm\",\"authors\":\"M. Khorasany, Yateendra Mishra, G. Ledwich\",\"doi\":\"10.1109/ISGTEurope.2017.8260107\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Rapid uptake of distributed energy resources (DER) requires a new market platform for their active participation to manage energy balance locally. This paper proposes a new Peer to Peer (P2P) market in transactive energy (TE) framework for trading energy among distributed residential prosumers. P2P market is used to enable DERs to trade energy in a distribution network. DERs in the form of residential prosumers decide to buy and/or sell energy to/from other prosumers through an auction. A knapsack approximation algorithm is proposed and the mechanism of market clearing is presented to maximize the economic surplus for a given DER owner in the auction. Residential prosumers, if acting as a seller, use a Battery Energy Storage System (BESS) for storing renewable energy and evaluate the amount of energy that can be appropriately bid in a given time interval. Numerical results depict that using the proposed framework increases the economic surplus of DER owners in the market.\",\"PeriodicalId\":345050,\"journal\":{\"name\":\"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)\",\"volume\":\"101 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"37\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISGTEurope.2017.8260107\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISGTEurope.2017.8260107","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Peer-to-peer market clearing framework for DERs using knapsack approximation algorithm
Rapid uptake of distributed energy resources (DER) requires a new market platform for their active participation to manage energy balance locally. This paper proposes a new Peer to Peer (P2P) market in transactive energy (TE) framework for trading energy among distributed residential prosumers. P2P market is used to enable DERs to trade energy in a distribution network. DERs in the form of residential prosumers decide to buy and/or sell energy to/from other prosumers through an auction. A knapsack approximation algorithm is proposed and the mechanism of market clearing is presented to maximize the economic surplus for a given DER owner in the auction. Residential prosumers, if acting as a seller, use a Battery Energy Storage System (BESS) for storing renewable energy and evaluate the amount of energy that can be appropriately bid in a given time interval. Numerical results depict that using the proposed framework increases the economic surplus of DER owners in the market.