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dc.contributor.author김진오-
dc.date.accessioned2017-08-23T01:19:28Z-
dc.date.available2017-08-23T01:19:28Z-
dc.date.issued2015-11-
dc.identifier.citationInternational Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering Vol:2, No:10, 2015, Page 1113-1117en_US
dc.identifier.urihttps://waset.org/Publication/scheduling-method-for-electric-heater-in-hems-considering-user-s-comfort/10002534-
dc.identifier.urihttp://hdl.handle.net/20.500.11754/28718-
dc.description.abstractHome Energy Management System (HEMS), which makes the residential consumers, contribute to the demand response is attracting attention in recent years. An aim of HEMS is to minimize their electricity cost by controlling the use of their appliances according to electricity price. The use of appliances in HEMS may be affected by some conditions such as external temperature and electricity price. Therefore, the user’s usage pattern of appliances should be modeled according to the external conditions, and the resultant usage pattern is related to the user’s comfortability on use of each appliances. This paper proposes a methodology to model the usage pattern based on the historical data with the copula function. Through copula function, the usage range of each appliance can be obtained and is able to satisfy the appropriate user’s comfort according to the external conditions for next day. Within the usage range, an optimal scheduling for appliances would be conducted so as to minimize an electricity cost with considering user’s comfort. Among the home appliance, electric heater (EH) is a representative appliance, which is affected by the external temperature. In this paper, an optimal scheduling algorithm for an electric heater (EH) is addressed based on the method of branch and bound. As a result, scenarios for the EH usage are obtained according to user’s comfort levels and then the residential consumer would select the best scenario. The case study shows the effects of the proposed algorithm compared with the traditional operation of the EH, and it represents impacts of the comfort level on the scheduling result.en_US
dc.description.sponsorshipThis research was supported by Korea Electric Power Corporation through Korea Electrical Engineering & Science Research Institute (Grant Number: R14XA02-35).en_US
dc.language.isoenen_US
dc.publisherWASET : World Academy of Science, Engineering and Technologyen_US
dc.subjectload schedulingen_US
dc.subjectusage patternen_US
dc.subjectuser’s comforten_US
dc.subjectcopula functionen_US
dc.subjectbranch and bounden_US
dc.subjectelectric heateren_US
dc.titleScheduling Method for Electric Heater in HEMS Considering User's Comforten_US
dc.typeArticleen_US
dc.relation.no17th-
dc.relation.volumeINTERNATIONAL SCIENCE INDEX-
dc.relation.page1067-1071-
dc.contributor.googleauthorKim, Yong-Sung-
dc.contributor.googleauthorShin, Je-Seok-
dc.contributor.googleauthorJo, Ho-Jun-
dc.contributor.googleauthorKim, Jin-O-
dc.sector.campusS-
dc.sector.daehakCOLLEGE OF ENGINEERING[S]-
dc.sector.departmentDIVISION OF ELECTRICAL AND BIOMEDICAL ENGINEERING-
dc.identifier.pidjokim-
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COLLEGE OF ENGINEERING[S](공과대학) > ELECTRICAL AND BIOMEDICAL ENGINEERING(전기·생체공학부) > Articles
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