{"title":"A proof-of-concept approach to Unit Commitment using the theory of complementarity","authors":"S. Craig, B. Venkatesh, P. Yu","doi":"10.1109/EPEC.2015.7379933","DOIUrl":null,"url":null,"abstract":"A need exists to optimally dispatch power generation to meet hourly demands on the power grid. This is a well-documented and well-established problem commonly known as Unit Commitment (UC). It is typically formulated as a Mixed Integer Program (MIP), which utilizes modern advancements in solver intelligence to produce a solution with speed and accuracy. However, the MIP formulation suffers from a discreted soution space, in which UC problems cannot be differentiated and solved by regular tools.","PeriodicalId":231255,"journal":{"name":"2015 IEEE Electrical Power and Energy Conference (EPEC)","volume":"282 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Electrical Power and Energy Conference (EPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EPEC.2015.7379933","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
A need exists to optimally dispatch power generation to meet hourly demands on the power grid. This is a well-documented and well-established problem commonly known as Unit Commitment (UC). It is typically formulated as a Mixed Integer Program (MIP), which utilizes modern advancements in solver intelligence to produce a solution with speed and accuracy. However, the MIP formulation suffers from a discreted soution space, in which UC problems cannot be differentiated and solved by regular tools.
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