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dc.contributor.authorAli, M
dc.contributor.authorPrakash, K
dc.contributor.authorHossain, MA
dc.contributor.authorPota, HR
dc.date.accessioned2021-07-20T06:57:25Z
dc.date.available2021-07-20T06:57:25Z
dc.date.issued2021
dc.identifier.issn0959-6526
dc.identifier.doi10.1016/j.jclepro.2021.127904
dc.identifier.urihttp://hdl.handle.net/10072/406168
dc.description.abstractIn the last decade, there have been significant developments in the field of intelligent energy management systems (IEMSs), with various methods and new solutions proposed for managing the energy resources intelligently. An important issue related to finding the desired outcomes remains unexplored, i.e., how to determine key insights from the sparse academic literature in the age of digital publishing. To mitigate the issue, this study proposes a novel strategy to systematically survey the relevant studies by converting the sparse literature into visual presentations. We first apply a systematic approach called a PRISMA (Preferred Reporting Items for Systematic reviews and Meta-analyses) statement to provide the insights from the published literature of the past decade (2010–2020). Then, VOSviewer experiments are conducted to transform these sparse scholarly data into visual representations. In total, eighty-one papers published in high-impact journals are identified based on their scientific soundness and relevance, and a VOSviewer analysis is applied. The analysis revealed the existence of three research clusters focused on the following main thematic areas: the energy management in smart homes and smart grids (35 journal papers); the emerging concept of context-awareness (26 journal papers); and the role of privacy preservation in IEMSs (20 journal papers). This analysis uncovers the current state of IEMSs and explores existing issues, methods, findings, and gaps. Thus, future research directions have been recommended to fill the existing gaps. This systematic literature review is to assist both researchers and industry practitioners to understand the research gaps of previous studies.
dc.description.peerreviewedYes
dc.languageEnglish
dc.publisherElsevier BV
dc.relation.ispartofpagefrom1
dc.relation.ispartofpageto23
dc.relation.ispartofjournalJournal of Cleaner Production
dc.relation.ispartofvolume314
dc.subject.fieldofresearchEnvironmental engineering
dc.subject.fieldofresearchManufacturing engineering
dc.subject.fieldofresearchOther engineering
dc.subject.fieldofresearchcode4011
dc.subject.fieldofresearchcode4014
dc.subject.fieldofresearchcode4099
dc.subject.keywordsIntelligent energy management systems
dc.subject.keywordsSystematic literature review
dc.subject.keywordsVOS viewer experiments
dc.titleIntelligent energy management: Evolving developments, current challenges, and research directions for sustainable future
dc.typeJournal article
dc.type.descriptionC1 - Articles
dcterms.bibliographicCitationAli, M; Prakash, K; Hossain, MA; Pota, HR, Intelligent energy management: Evolving developments, current challenges, and research directions for sustainable future, Journal of Cleaner Production, 2021, 314, pp. 1-23, 127904. DOI: https://doi.org/10.1016/j.jclepro.2021.127904
dcterms.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.date.updated2021-07-19T23:45:14Z
gro.description.notepublicThis publication has been entered into Griffith Research Online as an Advanced Online Version.
gro.rights.copyright© 2021 Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence (http://creativecommons.org/licenses/by-nc-nd/4.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, providing that the work is properly cited.
gro.hasfulltextNo Full Text
gro.griffith.authorHossain, Md. Alamgir


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