{"id":"https://openalex.org/W2590955327","doi":"https://doi.org/10.1177/1477153517693887","title":"Sensor-driven, human-in-the-loop lighting control","display_name":"Sensor-driven, human-in-the-loop lighting control","publication_year":2017,"publication_date":"2017-02-21","ids":{"openalex":"https://openalex.org/W2590955327","doi":"https://doi.org/10.1177/1477153517693887","mag":"2590955327"},"language":"en","primary_location":{"id":"doi:10.1177/1477153517693887","doi":"https://doi.org/10.1177/1477153517693887","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1477153517693887","pdf_url":null,"source":{"id":"https://openalex.org/S56039944","display_name":"Lighting Research & Technology","issn_l":"0024-3426","issn":["0024-3426","1365-7828","1477-0938","1477-1535","2058-3427"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lighting Research & Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100740044","display_name":"Fei Zhi Tan","orcid":"https://orcid.org/0000-0003-2423-631X","observed_orcids":["https://orcid.org/0000-0003-2423-631X"]},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"F Tan","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands","Philips Lighting Research, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Philips Lighting Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087363517","display_name":"David Caicedo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"D Caicedo","raw_affiliation_strings":["Philips Lighting Research, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Lighting Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039977183","display_name":"Ashish Pandharipande","orcid":"https://orcid.org/0000-0002-7920-3964","observed_orcids":["https://orcid.org/0000-0002-7920-3964"]},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"A Pandharipande","raw_affiliation_strings":["Philips Lighting Research, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Lighting Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081295372","display_name":"Marco Antonio Z\u00fa\u00f1iga","orcid":"https://orcid.org/0000-0003-3544-9169","observed_orcids":["https://orcid.org/0000-0003-3544-9169"]},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M Zuniga","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039977183"],"corresponding_institution_ids":["https://openalex.org/I4210163196"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":3.3047,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.90639527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"50","issue":"5","first_page":"660","last_page":"680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9634000062942505,"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"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9634000062942505,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.022199999541044235,"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/T12256","display_name":"Facilities and Workplace Management","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/smart-lighting-control","display_name":"intelligent lighting control","score":0.7279999852180481},{"id":"https://openalex.org/keywords/human-in-the-loop-control","display_name":"human-in-the-loop control","score":0.8889999985694885},{"id":"https://openalex.org/keywords/user-feedback","display_name":"user feedback","score":0.6230000257492065},{"id":"https://openalex.org/keywords/visible-light-communication","display_name":"visible light communication","score":0.8970000147819519},{"id":"https://openalex.org/keywords/occupant-preferences","display_name":"occupant preferences","score":0.6019999980926514},{"id":"https://openalex.org/keywords/lighting-energy-use","display_name":"lighting energy consumption","score":0.4650000035762787},{"id":"https://openalex.org/keywords/occupancy-detection","display_name":"occupancy detection","score":0.5910000205039978},{"id":"https://openalex.org/keywords/optical-sensing","display_name":"optical sensing","score":0.5580000281333923},{"id":"https://openalex.org/keywords/smartphone-camera","display_name":"smartphone camera","score":0.5830000042915344},{"id":"https://openalex.org/keywords/lighting-fixtures","display_name":"lighting fixtures","score":0.5419999957084656},{"id":"https://openalex.org/keywords/dimming-control","display_name":"dimming control","score":0.7730000019073486},{"id":"https://openalex.org/keywords/office-lighting","display_name":"office lighting","score":0.8460000157356262}],"concepts":[{"id":"https://openalex.org/C149277555","wikidata":"https://www.wikidata.org/wiki/Q16491","display_name":"Daylight","level":2,"score":0.8491766452789307},{"id":"https://openalex.org/C89505729","wikidata":"https://www.wikidata.org/wiki/Q17105868","display_name":"Smart lighting","level":2,"score":0.7624663710594177},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.7506296634674072},{"id":"https://openalex.org/C13384339","wikidata":"https://www.wikidata.org/wiki/Q54316","display_name":"Daylighting","level":2,"score":0.6227584481239319},{"id":"https://openalex.org/C35263899","wikidata":"https://www.wikidata.org/wiki/Q368312","display_name":"Intelligent lighting","level":3,"score":0.5941617488861084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5596489310264587},{"id":"https://openalex.org/C160487672","wikidata":"https://www.wikidata.org/wiki/Q1426313","display_name":"Visible light communication","level":3,"score":0.5379534363746643},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5343775749206543},{"id":"https://openalex.org/C49736848","wikidata":"https://www.wikidata.org/wiki/Q1823535","display_name":"Photoelectric sensor","level":2,"score":0.5061778426170349},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.49859094619750977},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4666471481323242},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4328910708427429},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.4253275990486145},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4202324450016022},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3569580912590027},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3452244997024536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3144031763076782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31155940890312195},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.12002131342887878},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1180417537689209},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.08734548091888428},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1177/1477153517693887","doi":"https://doi.org/10.1177/1477153517693887","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1477153517693887","pdf_url":null,"source":{"id":"https://openalex.org/S56039944","display_name":"Lighting Research & Technology","issn_l":"0024-3426","issn":["0024-3426","1365-7828","1477-0938","1477-1535","2058-3427"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lighting Research & Technology","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","doi":null,"is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tan, F, Caicedo, D, Pandharipande, A & Zuniga, M 2018, 'Sensor-driven, human-in-the-loop lighting control', Lighting Research and Technology, vol. 50, no. 5, pp. 660-680. https://doi.org/10.1177/1477153517693887","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:906339","doi":null,"is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=906339","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1477-1535","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:library.tue.nl:906339","doi":null,"is_oa":false,"landing_page_url":"http://repository.tue.nl/906339","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1477-1535","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","doi":null,"is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lighting Research and Technology, 50(5), 660 - 680. SAGE Publications Ltd","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","doi":null,"is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/0e4ab0b8-4d21-42a9-a759-fe8d54e77f2a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tan, F, Caicedo, D, Pandharipande, A & Zuniga, M 2018, 'Sensor-driven, human-in-the-loop lighting control', Lighting Research and Technology, vol. 50, no. 5, pp. 660-680. https://doi.org/10.1177/1477153517693887","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W281789407","https://openalex.org/W1253358486","https://openalex.org/W1980470130","https://openalex.org/W1986074089","https://openalex.org/W1998200860","https://openalex.org/W1999772285","https://openalex.org/W2045450963","https://openalex.org/W2050835902","https://openalex.org/W2054096212","https://openalex.org/W2067853266","https://openalex.org/W2079301062","https://openalex.org/W2089083277","https://openalex.org/W2097152146","https://openalex.org/W2105580634","https://openalex.org/W2124303932","https://openalex.org/W2156896248","https://openalex.org/W2159234786","https://openalex.org/W2165019986","https://openalex.org/W2168494197","https://openalex.org/W2296319761","https://openalex.org/W2325418942","https://openalex.org/W2471025818","https://openalex.org/W4246923912","https://openalex.org/W4252691032"],"related_works":["https://openalex.org/W2612429958","https://openalex.org/W2396033297","https://openalex.org/W2097152146","https://openalex.org/W1253358486","https://openalex.org/W4293255525","https://openalex.org/W2751969628","https://openalex.org/W1631578086","https://openalex.org/W2973552023","https://openalex.org/W2560006449","https://openalex.org/W2522186081"],"abstract_inverted_index":{"Smart":[0],"indoor":[1],"lighting":[2,13,29,53,147,153],"systems":[3,23,35],"use":[4],"occupancy":[5,18,62,120],"and":[6,19,63,103,121],"light":[7,64,74,95,122],"sensor":[8,65,123],"data":[9],"to":[10,27,61,125,133,138],"adapt":[11],"artificial":[12],"in":[14,45,59,100,156],"accordance":[15],"with":[16,119,150],"changing":[17],"daylight":[20],"conditions.":[21],"Such":[22],"can":[24],"be":[25],"designed":[26,112],"reduce":[28],"energy":[30],"consumption":[31],"significantly.":[32],"However,":[33],"these":[34,115],"cannot":[36],"account":[37],"for":[38],"individual":[39],"user":[40,57,88,116],"preferences":[41],"at":[42],"the":[43,80,101,127,131,142,145],"workplace":[44],"real":[46],"time.":[47],"We":[48,140],"propose":[49],"a":[50,84,87,151],"sensor-driven,":[51],"human-in-the-loop":[52],"system":[54,149,155],"that":[55,113],"incorporates":[56,114],"feedback":[58],"addition":[60],"inputs.":[66],"In":[67],"this":[68],"system,":[69],"luminaires":[70,99,132],"transmit":[71],"unique":[72],"visible":[73,94],"communication":[75,96],"identifier":[76],"signals.":[77],"By":[78],"processing":[79],"image":[81,105],"captured":[82],"by":[83],"smartphone":[85],"camera,":[86],"obtains":[89],"two":[90],"pieces":[91],"of":[92,98,130,144],"information:":[93],"identifiers":[97],"vicinity":[102],"average":[104],"pixel":[106],"value.":[107],"A":[108],"control":[109,148,154],"algorithm":[110],"is":[111],"inputs":[117,124],"along":[118],"determine":[126],"dimming":[128],"levels":[129,136],"achieve":[134],"illumination":[135],"acceptable":[137],"users.":[139],"compare":[141],"performance":[143],"proposed":[146],"sensor-driven":[152],"an":[157],"office":[158],"test":[159],"bed.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-03-03T00:00:00"}