User Preference-Based Demand Response for Smart Home Energy Management Using Multiobjective Reinforcement Learning
Version 2 2024-06-03, 00:09
Version 1 2023-10-10, 05:28
journal contribution
posted on 2024-06-03, 00:09 authored by Song-Jen Chen, Wei-Yu ChiuWei-Yu Chiu, Wei-Jen LiuUser Preference-Based Demand Response for Smart Home Energy Management Using Multiobjective Reinforcement Learning
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Journal
IEEE AccessVolume
9Pagination
161627-161637Location
Piscataway, N.J.ISSN
2169-3536eISSN
2169-3536Language
EnglishPublication classification
C1.1 Refereed article in a scholarly journalPublisher
IEEEPublication URL
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Keywords
BatteriesComputer ScienceComputer Science, Information SystemsCOSTCostsdemand response (DR)Energy managementEnergy management system (EMS)EngineeringEngineering, Electrical & ElectronicGRIDSHome appliancesMODELSmultiobjective reinforcement learning (MORL)OPTIMIZATIONPREDICTIONreinforcement learning (RL)RENEWABLE ENERGYRenewable energy sourcesScience & Technologysmart homeSmart homesSYSTEMTechnologyTelecommunicationsUncertainty
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