{"id":"https://openalex.org/W4389747574","doi":"https://doi.org/10.1007/978-3-031-49011-8_17","title":"A Scoping Review of Energy Load Disaggregation","display_name":"A Scoping Review of Energy Load Disaggregation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389747574","doi":"https://doi.org/10.1007/978-3-031-49011-8_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49011-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"review","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.01654","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093397980","display_name":"Bal\u00e1zs Andr\u00e1s Tolnai","orcid":"https://orcid.org/0009-0004-4183-4340"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Bal\u00e1zs Andr\u00e1s Tolnai","raw_affiliation_strings":["SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark"],"raw_orcid":"https://orcid.org/0009-0004-4183-4340","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076322755","display_name":"Zheng Ma","orcid":"https://orcid.org/0000-0002-9134-1032"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Zheng Ma","raw_affiliation_strings":["SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-9134-1032","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020850598","display_name":"Bo N\u00f8rregaard J\u00f4rgensen","orcid":"https://orcid.org/0000-0001-5678-6602"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I184886455","display_name":"Maersk (Denmark)","ror":"https://ror.org/046gbzb64","country_code":"DK","type":"company","lineage":["https://openalex.org/I184886455"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bo N\u00f8rregaard J\u00f8rgensen","raw_affiliation_strings":["SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-5678-6602","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I184886455","https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093397980"],"corresponding_institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.1945,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9847296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7974926233291626},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6288495659828186},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.549774706363678},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4786739945411682},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4780083894729614},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.43804556131362915},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.43289974331855774},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43133223056793213},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.41968047618865967},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.39638713002204895},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34008294343948364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31457242369651794},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2703630328178406},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11872902512550354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08133053779602051}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7974926233291626},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6288495659828186},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.549774706363678},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4786739945411682},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4780083894729614},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.43804556131362915},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.43289974331855774},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43133223056793213},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41968047618865967},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.39638713002204895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34008294343948364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31457242369651794},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2703630328178406},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11872902512550354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08133053779602051},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-49011-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2402.01654","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01654","pdf_url":"https://arxiv.org/pdf/2402.01654","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:sdu.dk:publications/5225cf58-f9dc-4c0d-84f4-628934d5036b","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/5225cf58-f9dc-4c0d-84f4-628934d5036b","pdf_url":"https://findresearcher.sdu.dk/ws/files/241551007/Literature_review_for_energy_load_disaggregation_final.pdf","source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tolnai, B A, J\u00f8rgensen, B N & Ma, Z G 2023, A Scoping Review of Energy Load Disaggregation. in N Moniz, Z Vale, J Cascalho, C Silva & R Sebasti\u00e3o (eds), Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Proceedings : 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5\u20138, 2023, Proceedings, Part II. vol. 2, Springer, Lecture Notes in Computer Science, vol. 14116, pp. 209\u2013221, The 22nd Portuguese conference on artificial intelligence, 05/09/2023. https://doi.org/10.1007/978-3-031-49011-8_17","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.01654","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01654","pdf_url":"https://arxiv.org/pdf/2402.01654","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331736","display_name":"Energiteknologisk udviklings- og demonstrationsprogram","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389747574.pdf"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W90412915","https://openalex.org/W1994682479","https://openalex.org/W1998087272","https://openalex.org/W2031872521","https://openalex.org/W2074917212","https://openalex.org/W2086008969","https://openalex.org/W2087796110","https://openalex.org/W2123910460","https://openalex.org/W2152048686","https://openalex.org/W2228938056","https://openalex.org/W2508779027","https://openalex.org/W2515519620","https://openalex.org/W2555926712","https://openalex.org/W2600370800","https://openalex.org/W2754499592","https://openalex.org/W2795169376","https://openalex.org/W2795721431","https://openalex.org/W2800343908","https://openalex.org/W2808803689","https://openalex.org/W2898195966","https://openalex.org/W2898355855","https://openalex.org/W2907908177","https://openalex.org/W2911747201","https://openalex.org/W2912669475","https://openalex.org/W2918881199","https://openalex.org/W2954012592","https://openalex.org/W2954581781","https://openalex.org/W2959088965","https://openalex.org/W2963160328","https://openalex.org/W2964666531","https://openalex.org/W2978861075","https://openalex.org/W2988172725","https://openalex.org/W2990570129","https://openalex.org/W2991208212","https://openalex.org/W3007854430","https://openalex.org/W3008626953","https://openalex.org/W3011615808","https://openalex.org/W3012320559","https://openalex.org/W3015766084","https://openalex.org/W3016741933","https://openalex.org/W3023273342","https://openalex.org/W3025030523","https://openalex.org/W3037815104","https://openalex.org/W3041517985","https://openalex.org/W3072141259","https://openalex.org/W3090435644","https://openalex.org/W3095777295","https://openalex.org/W3103315322","https://openalex.org/W3108981717","https://openalex.org/W3116354965","https://openalex.org/W3122413399","https://openalex.org/W3122968421","https://openalex.org/W3127249466","https://openalex.org/W3127962484","https://openalex.org/W3129106477","https://openalex.org/W3159105807","https://openalex.org/W3160498726","https://openalex.org/W3167459236","https://openalex.org/W3167887300","https://openalex.org/W3173566662","https://openalex.org/W3173639807","https://openalex.org/W3174424287","https://openalex.org/W3175399890","https://openalex.org/W3179575236","https://openalex.org/W3185684282","https://openalex.org/W3186899449","https://openalex.org/W3191281518","https://openalex.org/W3192208835","https://openalex.org/W3192389787","https://openalex.org/W3192563627","https://openalex.org/W3200680133","https://openalex.org/W3204215099","https://openalex.org/W3204415334","https://openalex.org/W4200494097","https://openalex.org/W4211196281","https://openalex.org/W4214694313","https://openalex.org/W4214763106","https://openalex.org/W4226058503","https://openalex.org/W4282980621","https://openalex.org/W4286213893","https://openalex.org/W4296020326","https://openalex.org/W4313455394","https://openalex.org/W4313455419"],"related_works":["https://openalex.org/W2555175041","https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2032085210","https://openalex.org/W2097963413","https://openalex.org/W4392752943","https://openalex.org/W2294335174","https://openalex.org/W2025614924","https://openalex.org/W2389561653","https://openalex.org/W2052188148"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
