Publication:
Home Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategies

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dc.citedby32
dc.contributor.authorHan B.en_US
dc.contributor.authorZahraoui Y.en_US
dc.contributor.authorMubin M.en_US
dc.contributor.authorMekhilef S.en_US
dc.contributor.authorSeyedmahmoudian M.en_US
dc.contributor.authorStojcevski A.en_US
dc.contributor.authorid58128219400en_US
dc.contributor.authorid57223913703en_US
dc.contributor.authorid25930079700en_US
dc.contributor.authorid57928298500en_US
dc.contributor.authorid55575761400en_US
dc.contributor.authorid55884935900en_US
dc.date.accessioned2024-10-14T03:21:45Z
dc.date.available2024-10-14T03:21:45Z
dc.date.issued2023
dc.description.abstractGrowing electricity demand, the deployment of renewable energy sources and the widespread use of smart home appliances provide new opportunities for home energy management systems (HEMSs), which can be defined as systems that improve the overall energy production and consumption of residential buildings by controlling and scheduling the use of household equipment. By saving energy, reducing residential electricity costs, optimizing the utilization rate and reliability of utility companies' power systems, and reducing air pollution for society, HEMSs lead to an enhancement in the socioeconomic development of low-carbon economies. This review aims to systematically analyze and summarize the development trends and challenges of HEMSs in recent years. This paper reviews the development history of the HEMS architecture and discusses the characteristics of several major communication technologies in the current HEMS infrastructure. In addition, the common objectives and constraints related to scheduling optimization are classified, and several optimization methods in the literature, including various intelligent algorithms, have been introduced, compared, and critically analyzed. Furthermore, experimental studies and challenges in the real world are also summarized and recommendations are given. This paper reveals the trend from simple to complex in the architecture and functionality of HEMSs, discusses the challenges for future improvements in modeling and scheduling, and shows the development of various modeling and scheduling methods. Based on this review, researchers can gain a comprehensive understanding of current research trends in HEMSs and open up ideas for developing new modeling and scheduling approaches by gaining insight into the trade-offs between optimum solutions and computational complexity. � 2013 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.1109/ACCESS.2023.3248502
dc.identifier.epage20025
dc.identifier.scopus2-s2.0-85149419165
dc.identifier.spage19999
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85149419165&doi=10.1109%2fACCESS.2023.3248502&partnerID=40&md5=59d0a5cb2129594c8950726e0ad0f085
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/34687
dc.identifier.volume11
dc.pagecount26
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofAll Open Access
dc.relation.ispartofGold Open Access
dc.sourceScopus
dc.sourcetitleIEEE Access
dc.subjectDemand response
dc.subjecthome appliances
dc.subjecthome energy management system
dc.subjectoptimization
dc.subjectrenewable energy resources
dc.subjectsmart grid
dc.subjectAutomation
dc.subjectCommerce
dc.subjectEconomic and social effects
dc.subjectEnergy management
dc.subjectEnergy management systems
dc.subjectHousing
dc.subjectIntelligent buildings
dc.subjectNatural resources
dc.subjectRenewable energy resources
dc.subjectSmart power grids
dc.subject'current
dc.subjectDemand response
dc.subjectHome energy management systems
dc.subjectMarket researches
dc.subjectModeling and scheduling
dc.subjectOptimal scheduling
dc.subjectOptimisations
dc.subjectRenewable energy source
dc.subjectSmart grid
dc.subjectDomestic appliances
dc.titleHome Energy Management Systems: A Review of the Concept, Architecture, and Scheduling Strategiesen_US
dc.typeReviewen_US
dspace.entity.typePublication
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