{"id":"https://openalex.org/W2163344863","doi":"https://doi.org/10.1109/tie.2013.2266084","title":"Sensorless Illumination Control of a Networked LED-Lighting System Using Feedforward Neural Network","display_name":"Sensorless Illumination Control of a Networked LED-Lighting System Using Feedforward Neural Network","publication_year":2013,"publication_date":"2013-06-04","ids":{"openalex":"https://openalex.org/W2163344863","doi":"https://doi.org/10.1109/tie.2013.2266084","mag":"2163344863"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2013.2266084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2013.2266084","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},"type":"article","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/A5047322044","display_name":"Tr\u1ea7n Nh\u01b0 D\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0002-6210-5399"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Duong Tran","raw_affiliation_strings":["Energy Research Institute, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Energy Research Institute, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101616244","display_name":"Yen Kheng Tan","orcid":"https://orcid.org/0000-0003-4181-2219"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yen Kheng Tan","raw_affiliation_strings":["Energy Research Institute, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Energy Research Institute, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047322044"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":5.0876,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.9556285,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"61","issue":"4","first_page":"2113","last_page":"2121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9951000213623047,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.825212836265564},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.707669734954834},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6863283514976501},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.662071168422699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6066875457763672},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5727843642234802},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.546423077583313},{"id":"https://openalex.org/keywords/smart-lighting","display_name":"Smart lighting","score":0.5011429786682129},{"id":"https://openalex.org/keywords/led-lamp","display_name":"LED lamp","score":0.49815797805786133},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49330344796180725},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.48228219151496887},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.46388182044029236},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4339859187602997},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.35966062545776367},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2973151206970215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18401983380317688},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17272916436195374}],"concepts":[{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.825212836265564},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.707669734954834},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6863283514976501},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.662071168422699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6066875457763672},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5727843642234802},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.546423077583313},{"id":"https://openalex.org/C89505729","wikidata":"https://www.wikidata.org/wiki/Q17105868","display_name":"Smart lighting","level":2,"score":0.5011429786682129},{"id":"https://openalex.org/C101271287","wikidata":"https://www.wikidata.org/wiki/Q1553201","display_name":"LED lamp","level":2,"score":0.49815797805786133},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49330344796180725},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.48228219151496887},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.46388182044029236},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4339859187602997},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.35966062545776367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2973151206970215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18401983380317688},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17272916436195374},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2013.2266084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2013.2266084","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5199999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1968771424","https://openalex.org/W1976392267","https://openalex.org/W1978946773","https://openalex.org/W1980959208","https://openalex.org/W1985729437","https://openalex.org/W1986011276","https://openalex.org/W1988496886","https://openalex.org/W1991184718","https://openalex.org/W1999495053","https://openalex.org/W2019899304","https://openalex.org/W2035319036","https://openalex.org/W2035513799","https://openalex.org/W2042811052","https://openalex.org/W2065327270","https://openalex.org/W2067853266","https://openalex.org/W2075766389","https://openalex.org/W2079292536","https://openalex.org/W2089083277","https://openalex.org/W2098466823","https://openalex.org/W2119419202","https://openalex.org/W2121979942","https://openalex.org/W2122727891","https://openalex.org/W2122834657","https://openalex.org/W2134695586","https://openalex.org/W2147361296","https://openalex.org/W2149812675","https://openalex.org/W2168494197","https://openalex.org/W4255163181"],"related_works":["https://openalex.org/W4386132124","https://openalex.org/W2258992572","https://openalex.org/W2359410228","https://openalex.org/W1604847762","https://openalex.org/W2086999410","https://openalex.org/W3177279640","https://openalex.org/W2028673160","https://openalex.org/W2138542136","https://openalex.org/W2110233435","https://openalex.org/W255719650"],"abstract_inverted_index":{"In":[0,19,117],"order":[1],"to":[2,44,73,128],"resolve":[3],"the":[4,47,53,57,61,104,122,140],"problem":[5],"of":[6,113,124],"energy":[7,12,94,156],"hunger":[8],"nowadays,":[9],"saving":[10,157],"lighting":[11,31,54,67],"in":[13,87,93,100],"buildings":[14],"contributes":[15],"an":[16],"important":[17],"part.":[18],"this":[20],"paper,":[21],"a":[22,40],"sensorless":[23],"illumination":[24],"control":[25,102,130],"scheme":[26,36,62],"for":[27],"smart":[28],"networked":[29],"LED":[30],"has":[32,121],"been":[33],"investigated.":[34],"The":[35,78,135],"is":[37,71],"based":[38,131],"on":[39,66,76,132],"feedforward":[41,129],"neural":[42,133],"network":[43],"model":[45],"all":[46],"nonlinear":[48,161],"and":[49,110,150],"linear":[50],"relationships":[51],"inside":[52],"system":[55],"as":[56,115],"controlled":[58],"plant.":[59],"Because":[60],"does":[63],"not":[64,83],"rely":[65],"simulation":[68],"software,":[69],"it":[70,119],"flexible":[72],"be":[74],"implemented":[75],"microcontrollers.":[77],"scheme,":[79],"moreover,":[80],"can":[81,106,142],"provide":[82,111],"only":[84],"high":[85],"accuracy":[86,149],"modeling":[88,148],"but":[89],"also":[90,120,151],"global":[91],"optimum":[92],"saving.":[95],"Without":[96],"using":[97],"light":[98],"sensors":[99],"its":[101,159],"loop,":[103],"approach":[105,141],"save":[107],"significant":[108],"cost":[109],"ease":[112],"installation":[114],"well.":[116],"addition,":[118],"strength":[123],"fast":[125],"response":[126],"owing":[127],"networks.":[134],"experimental":[136],"results":[137],"show":[138],"that":[139],"easily":[143],"attain":[144],"more":[145,153],"than":[146,154],"95%":[147],"improve":[152],"28%":[155],"with":[158],"optimal":[160],"multiple-input":[162],"multiple-output":[163],"control.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
