{"id":"https://openalex.org/W3183028260","doi":"https://doi.org/10.1186/s42162-021-00162-8","title":"A multi-objective optimization platform for artificial lighting system in commercial greenhouses","display_name":"A multi-objective optimization platform for artificial lighting system in commercial greenhouses","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3183028260","doi":"https://doi.org/10.1186/s42162-021-00162-8","mag":"3183028260"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-021-00162-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-021-00162-8","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-021-00162-8","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-021-00162-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048794961","display_name":"Ying Qu","orcid":"https://orcid.org/0000-0002-1346-386X"},"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":"Ying Qu","raw_affiliation_strings":["The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039716383","display_name":"Anders Clausen","orcid":"https://orcid.org/0000-0003-1333-7705"},"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":"Anders Clausen","raw_affiliation_strings":["The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"]}]},{"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":["The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark","institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048794961"],"corresponding_institution_ids":["https://openalex.org/I177969490","https://openalex.org/I184886455"],"apc_list":{"value":1340,"currency":"USD","value_usd":1340},"apc_paid":{"value":1340,"currency":"USD","value_usd":1340},"fwci":1.0246,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80371065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"S2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9952999949455261,"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":0.9882000088691711,"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/greenhouse","display_name":"Greenhouse","score":0.6635522842407227},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.4656522870063782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46135732531547546},{"id":"https://openalex.org/keywords/artificial-light","display_name":"Artificial light","score":0.44114983081817627},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38073623180389404},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2844187617301941},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1087731122970581},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.08218991756439209},{"id":"https://openalex.org/keywords/illuminance","display_name":"Illuminance","score":0.0751643180847168},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07201579213142395}],"concepts":[{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.6635522842407227},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.4656522870063782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46135732531547546},{"id":"https://openalex.org/C2992067456","wikidata":"https://www.wikidata.org/wiki/Q210064","display_name":"Artificial light","level":3,"score":0.44114983081817627},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38073623180389404},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2844187617301941},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1087731122970581},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.08218991756439209},{"id":"https://openalex.org/C36365805","wikidata":"https://www.wikidata.org/wiki/Q194411","display_name":"Illuminance","level":2,"score":0.0751643180847168},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07201579213142395},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s42162-021-00162-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-021-00162-8","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-021-00162-8","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire/5abc0dde-7a0f-4d93-9a1f-28cde301e1d8","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/5abc0dde-7a0f-4d93-9a1f-28cde301e1d8","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Qu, Y, Clausen, A & J\u00f8rgensen, B N 2021, 'A multi-objective optimization platform for artificial lighting system in commercial greenhouses', Energy Informatics, vol. 4, no. Suppl. 2, 44. https://doi.org/10.1186/s42162-021-00162-8","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:doaj.org/article:47088edb9ddd4d0f98458064335252e3","is_oa":true,"landing_page_url":"https://doaj.org/article/47088edb9ddd4d0f98458064335252e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Informatics, Vol 4, Iss S2, Pp 1-20 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-021-00162-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-021-00162-8","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-021-00162-8","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331736","display_name":"Energiteknologisk udviklings- og demonstrationsprogram","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183028260.pdf","grobid_xml":"https://content.openalex.org/works/W3183028260.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W189659014","https://openalex.org/W1504747077","https://openalex.org/W1521758236","https://openalex.org/W1545617899","https://openalex.org/W1983768531","https://openalex.org/W1992309841","https://openalex.org/W1997898472","https://openalex.org/W2090317466","https://openalex.org/W2094409902","https://openalex.org/W2155019998","https://openalex.org/W2480924317","https://openalex.org/W2555397861","https://openalex.org/W2589656095","https://openalex.org/W2738940074","https://openalex.org/W2743182719","https://openalex.org/W2782037054","https://openalex.org/W2782362543","https://openalex.org/W2923483371","https://openalex.org/W2947402611","https://openalex.org/W3005957988","https://openalex.org/W3014631558","https://openalex.org/W3016265744","https://openalex.org/W3034317450","https://openalex.org/W3125530216"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W234340964","https://openalex.org/W4309832218","https://openalex.org/W2364844310","https://openalex.org/W3206577734","https://openalex.org/W1970257496","https://openalex.org/W4205219940","https://openalex.org/W4400931148"],"abstract_inverted_index":{"Abstract":[0],"Limited":[1],"natural":[2],"daylight":[3],"in":[4,14,42,112,116,132,244],"Nordic":[5],"Countries":[6],"means":[7],"artificial":[8,22,40,89],"lighting":[9,41,90],"is":[10,125,163,201,227,242],"a":[11,26,49,69,77,85,101,129,142,150,196,239],"critical":[12],"factor":[13],"industrial":[15],"plant":[16,34,43,56,92],"production.":[17,35],"The":[18,36,95,199,270],"electricity":[19,60],"cost":[20,32],"of":[21,29,33,39,207,231,268],"lights":[23],"accounts":[24],"for":[25,65,87],"large":[27],"percentage":[28],"the":[30,108,113,119,121,133,137,154,168,186,190,205,214,217,225,228,234,245,259,265,275,281],"overall":[31],"optimal":[37,55],"use":[38],"production":[44,93],"can":[45],"be":[46],"formulated":[47],"as":[48,128,255],"multi-objective":[50],"problem":[51],"(MOP)":[52],"to":[53,75,118,148,258,263],"achieve":[54],"growth":[57],"while":[58],"minimizing":[59],"cost.":[61],"In":[62,156,221,237],"previous":[63,169,282],"work,":[64],"solving":[66],"this":[67,157,174,222],"MOP,":[68],"Genetic":[70],"Algorithm":[71],"(GA)":[72],"was":[73,97,104,146],"used":[74,147],"create":[76],"Pareto":[78],"Frontier":[79],"(PF),":[80],"which":[81],"contains":[82],"solutions":[83,111,212],"representing":[84],"trade-off":[86],"using":[88],"against":[91],"objectives.":[94,269],"PF":[96,200,215,226],"updated":[98,203],"immediately":[99],"once":[100],"non-dominated":[102,191],"child-solution":[103],"found":[105],"by":[106,210],"comparing":[107,211],"dominance":[109,246],"with":[110,167,182,216],"PF.":[114,155],"Besides,":[115],"addition":[117],"PF,":[120],"initial":[122],"random":[123],"population":[124],"also":[126],"reused":[127],"parent":[130],"source":[131,230],"evolution":[134,139,161,171,187,235,278],"process.":[135,236],"When":[136],"genetic":[138],"process":[140],"terminated,":[141],"priority-based":[143,260],"selection":[144,261],"mechanism":[145,262],"select":[149],"final":[151],"solution":[152],"from":[153],"paper,":[158],"an":[159,256],"alternative":[160,175,223,257,277],"strategy":[162,279,283],"proposed":[164,276],"and":[165,189,248],"compared":[166,181],"GA":[170],"strategy.":[172],"By":[173],"strategy,":[176,224],"all":[177],"child-solutions":[178,192],"are":[179,193,253],"only":[180,229],"their":[183],"parents":[184],"during":[185,233],"process,":[188],"collected":[194,218],"into":[195],"candidate":[197,219],"list.":[198],"then":[202],"at":[204],"end":[206],"each":[208],"generation":[209],"on":[213,284],"solutions.":[220],"parent-solution":[232],"addition,":[238],"posterior":[240],"normalization":[241],"implemented":[243],"evaluation,":[247],"social":[249],"welfare":[250],"metrics":[251],"(SWs)":[252],"applied":[254],"avoid":[264],"explicit":[266],"ranking":[267],"experimental":[271],"results":[272],"show":[273],"that":[274],"outperforms":[280],"dramatically":[285],"avoiding":[286],"local":[287],"minima.":[288]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}