{"id":"https://openalex.org/W1639871286","doi":"https://doi.org/10.1109/indin.2015.7281810","title":"Domestic demand predictions considering influence of external environmental parameters","display_name":"Domestic demand predictions considering influence of external environmental parameters","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1639871286","doi":"https://doi.org/10.1109/indin.2015.7281810","mag":"1639871286"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2015.7281810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044923883","display_name":"Songpu Ai","orcid":"https://orcid.org/0000-0002-7111-0771"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ai Songpu","raw_affiliation_strings":["Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012460382","display_name":"Mohan Lal Kolhe","orcid":"https://orcid.org/0000-0001-7547-9413"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Mohan Lal Kolhe","raw_affiliation_strings":["Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088563530","display_name":"Lei Jiao","orcid":"https://orcid.org/0000-0002-7115-6489"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Lei Jiao","raw_affiliation_strings":["Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074508123","display_name":"Nils Ulltveit-Moe","orcid":null},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Nils Ulltveit-Moe","raw_affiliation_strings":["Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Science, University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]},{"raw_affiliation_string":"University of Agder, Faculty of Engineering and Science, PO Box 422, NO 4604 Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100360194","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-5303-9804"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Department of Engineering, Aarhus University, Aarhus, Denmark","Aarhus University, Department of Engineering, Aarhus, 8200, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Aarhus University, Department of Engineering, Aarhus, 8200, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"640","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10603","display_name":"Smart Grid Energy Management","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/norwegian","display_name":"Norwegian","score":0.6351636648178101},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.610618531703949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6041131615638733},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5894281268119812},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5168883800506592},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5069385170936584},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4982271194458008},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4779793620109558},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.455110639333725},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4539080858230591},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4479847550392151},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.39823228120803833},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35860681533813477},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.33956751227378845},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3044518828392029},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23724669218063354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22374951839447021},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13982218503952026},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12728452682495117},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11040407419204712},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10754668712615967}],"concepts":[{"id":"https://openalex.org/C63428231","wikidata":"https://www.wikidata.org/wiki/Q9043","display_name":"Norwegian","level":2,"score":0.6351636648178101},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.610618531703949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6041131615638733},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5894281268119812},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5168883800506592},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5069385170936584},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4982271194458008},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4779793620109558},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.455110639333725},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4539080858230591},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4479847550392151},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.39823228120803833},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35860681533813477},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33956751227378845},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3044518828392029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23724669218063354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22374951839447021},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13982218503952026},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12728452682495117},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11040407419204712},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10754668712615967},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/indin.2015.7281810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2015.7281810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/52e9e57b-ac46-4750-add5-cf099d270e64","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/52e9e57b-ac46-4750-add5-cf099d270e64","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AI, S, Kolhe, M, Jiao, L, Ullveit-Moe, N & Zhang, Q 2015, Domestic Demand Predictions Considering Influence of External Environmental Parameters. in Proceedings of 2015 13th IEEE International Conference on Industrial Informatics (INDIN). IEEE, pp. 640-644, International Conference on Industrial Informatics, Cambridge, United Kingdom, 22/07/2015. https://doi.org/10.1109/INDIN.2015.7281810","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320327751","display_name":"Universitetet i Agder","ror":"https://ror.org/03x297z98"},{"id":"https://openalex.org/F4320338370","display_name":"FP7 Information and Communication Technologies","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W12048870","https://openalex.org/W139626748","https://openalex.org/W1522614484","https://openalex.org/W2028501442","https://openalex.org/W2040616396","https://openalex.org/W2100566456","https://openalex.org/W2131141369","https://openalex.org/W2154216109","https://openalex.org/W2155482699","https://openalex.org/W2156354162","https://openalex.org/W6605666756","https://openalex.org/W6675500970"],"related_works":["https://openalex.org/W1816461854","https://openalex.org/W2776409113","https://openalex.org/W2060442164","https://openalex.org/W3187939022","https://openalex.org/W2156573693","https://openalex.org/W2089997255","https://openalex.org/W2590119245","https://openalex.org/W2291698372","https://openalex.org/W1623551104","https://openalex.org/W4243132314"],"abstract_inverted_index":{"A":[0],"precise":[1],"prediction":[2,30,67],"of":[3,74,106],"domestic":[4,71],"demand":[5],"is":[6,47,62],"very":[7],"important":[8],"for":[9,49,80],"establishing":[10],"home":[11],"energy":[12],"management":[13],"system":[14],"and":[15,26,38,44,69,82,86,110],"preventing":[16],"the":[17,56,91,102,104,117,133],"damage":[18],"caused":[19],"by":[20],"overloading.":[21],"In":[22,55],"this":[23],"work,":[24],"active":[25],"reactive":[27],"power":[28,35,124,137],"consumption":[29],"model":[31],"based":[32],"on":[33],"historical":[34,70,123],"usage":[36,138],"data":[37,42,73,125,129,139],"external":[39,99,128],"environment":[40],"parameter":[41],"(temperature":[43],"solar":[45,92],"radiation)":[46],"presented":[48,57],"a":[50,59,65],"typical":[51],"Southern":[52],"Norwegian":[53],"house.":[54],"model,":[58],"neural":[60],"network":[61],"adopted":[63],"as":[64,98],"main":[66],"technique":[68],"load":[72],"around":[75],"2":[76],"years":[77],"are":[78,96,108,140],"utilized":[79],"training":[81],"testing":[83],"purpose.":[84],"Temperature":[85],"global":[87],"irradiation":[88],"(which":[89],"illustrates":[90],"radiation":[93],"level":[94],"quantitatively)":[95],"employed":[97],"parameters.":[100],"From":[101],"results,":[103],"efficiency":[105],"predictions":[107,121],"evaluated":[109],"compared.":[111],"It":[112],"can":[113],"be":[114],"observed":[115],"from":[116],"numerical":[118],"results":[119],"that":[120],"using":[122],"together":[126],"with":[127],"perform":[130],"better":[131],"than":[132],"case":[134],"where":[135],"only":[136],"adopted.":[141]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}