{"title":"家用电力消耗模拟器与紧凑的表示乘员的行为","authors":"Yoshiaki Sakakura","doi":"10.1109/SmartGridComm.2014.7007641","DOIUrl":null,"url":null,"abstract":"We propose a household power consumption simulator with a compact representation of household occupant behaviors. The proposed simulator models a working cycle of occupant behavior using start time intervals and duration. Such easily interpreted and compact parameter representation simplifies the operation processes of the simulator in trials involving energy management services. Based on a numerical experiment and theoretical analysis, we reveal that the proposed simulator can simulate power consumption more accurately in terms of a temporal drift compared to conventional simulators, in spite of the limitation of model complexity.","PeriodicalId":6499,"journal":{"name":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","volume":"24 6","pages":"170-175"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Household power consumption simulator with compact representation of occupant behaviors\",\"authors\":\"Yoshiaki Sakakura\",\"doi\":\"10.1109/SmartGridComm.2014.7007641\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose a household power consumption simulator with a compact representation of household occupant behaviors. The proposed simulator models a working cycle of occupant behavior using start time intervals and duration. Such easily interpreted and compact parameter representation simplifies the operation processes of the simulator in trials involving energy management services. Based on a numerical experiment and theoretical analysis, we reveal that the proposed simulator can simulate power consumption more accurately in terms of a temporal drift compared to conventional simulators, in spite of the limitation of model complexity.\",\"PeriodicalId\":6499,\"journal\":{\"name\":\"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)\",\"volume\":\"24 6\",\"pages\":\"170-175\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SmartGridComm.2014.7007641\",\"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 IEEE International Conference on Smart Grid Communications (SmartGridComm)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SmartGridComm.2014.7007641","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Household power consumption simulator with compact representation of occupant behaviors
We propose a household power consumption simulator with a compact representation of household occupant behaviors. The proposed simulator models a working cycle of occupant behavior using start time intervals and duration. Such easily interpreted and compact parameter representation simplifies the operation processes of the simulator in trials involving energy management services. Based on a numerical experiment and theoretical analysis, we reveal that the proposed simulator can simulate power consumption more accurately in terms of a temporal drift compared to conventional simulators, in spite of the limitation of model complexity.