{"id":"https://openalex.org/W3104460286","doi":"https://doi.org/10.1109/iecon43393.2020.9254384","title":"An Energy-saving Oriented Air Balancing Method based on the Extreme Learning Machine","display_name":"An Energy-saving Oriented Air Balancing Method based on the Extreme Learning Machine","publication_year":2020,"publication_date":"2020-10-18","ids":{"openalex":"https://openalex.org/W3104460286","doi":"https://doi.org/10.1109/iecon43393.2020.9254384","mag":"3104460286"},"language":"en","primary_location":{"id":"doi:10.1109/iecon43393.2020.9254384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon43393.2020.9254384","pdf_url":null,"source":{"id":"https://openalex.org/S4363608618","display_name":"IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-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/A5042363125","display_name":"Bingxu Li","orcid":"https://orcid.org/0000-0001-5499-1303"},"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":"Bingxu Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327327","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0001-5647-2777"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083588944","display_name":"Can Cui","orcid":"https://orcid.org/0000-0002-5961-3958"},"institutions":[{"id":"https://openalex.org/I2801240577","display_name":"Building and Construction Authority","ror":"https://ror.org/036ve4657","country_code":"SG","type":"government","lineage":["https://openalex.org/I2801240577"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Can Cui","raw_affiliation_strings":["Building and Construction Authority, Singapore"],"affiliations":[{"raw_affiliation_string":"Building and Construction Authority, Singapore","institution_ids":["https://openalex.org/I2801240577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028951336","display_name":"Wenjian Cai","orcid":null},"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":"Wenjian Cai","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042363125"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.1103,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41752848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"4805","last_page":"4809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9889000058174133,"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/airflow","display_name":"Airflow","score":0.8377218246459961},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.7108511924743652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6524544358253479},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6353057622909546},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6290144920349121},{"id":"https://openalex.org/keywords/damper","display_name":"Damper","score":0.6272776126861572},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6151415705680847},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4401400089263916},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.361733078956604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28854286670684814},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23730948567390442},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.22477436065673828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19205307960510254},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12159696221351624},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11940780282020569},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10412690043449402},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08337575197219849}],"concepts":[{"id":"https://openalex.org/C116067010","wikidata":"https://www.wikidata.org/wiki/Q4698686","display_name":"Airflow","level":2,"score":0.8377218246459961},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.7108511924743652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6524544358253479},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6353057622909546},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6290144920349121},{"id":"https://openalex.org/C140096630","wikidata":"https://www.wikidata.org/wiki/Q3423628","display_name":"Damper","level":2,"score":0.6272776126861572},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6151415705680847},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4401400089263916},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.361733078956604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28854286670684814},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23730948567390442},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.22477436065673828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19205307960510254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12159696221351624},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11940780282020569},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10412690043449402},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08337575197219849},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon43393.2020.9254384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon43393.2020.9254384","pdf_url":null,"source":{"id":"https://openalex.org/S4363608618","display_name":"IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2026131661","https://openalex.org/W2066004876","https://openalex.org/W2109318516","https://openalex.org/W2111072639","https://openalex.org/W2127219796","https://openalex.org/W2187072735","https://openalex.org/W2284381870","https://openalex.org/W2568656658","https://openalex.org/W2800668029","https://openalex.org/W2810426834","https://openalex.org/W2883838096","https://openalex.org/W2912428990","https://openalex.org/W2969494264","https://openalex.org/W6686829969"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W2585268847","https://openalex.org/W2015491755","https://openalex.org/W31566076","https://openalex.org/W2018932204","https://openalex.org/W2184016840","https://openalex.org/W2606608188","https://openalex.org/W4297902562","https://openalex.org/W2381873111","https://openalex.org/W4388698576"],"abstract_inverted_index":{"This":[0,83],"paper":[1],"proposes":[2],"an":[3],"energy-saving":[4],"oriented":[5],"air":[6,72,84],"balancing":[7,73,85],"method":[8,40,86,103],"based":[9],"on":[10],"the":[11,16,19,23,32,42,54,63,67,71,77,90,96,107],"extreme":[12,33],"learning":[13,34],"machine.":[14,35],"First,":[15],"relationship":[17],"between":[18],"design":[20,97],"airflow":[21,91],"and":[22,53],"damper":[24,51],"angles":[25,52],"of":[26,70,101],"all":[27],"terminals":[28],"is":[29,47,104],"modeled":[30],"by":[31,106],"Then,":[36],"a":[37],"top-down":[38],"searching":[39],"for":[41,80],"minimal":[43,55,64],"required":[44,56],"fan":[45,57,65],"voltage":[46,58],"proposed.":[48],"The":[49,99],"optimal":[50],"can":[59,75,87],"be":[60],"determined.":[61],"Under":[62],"voltage,":[66],"energy":[68],"consumption":[69],"system":[74],"reach":[76],"smallest":[78],"value":[79],"each":[81,93],"case.":[82],"accurately":[88],"adjust":[89],"in":[92],"terminal":[94],"to":[95],"value.":[98],"effectiveness":[100],"this":[102],"verified":[105],"experiments.":[108]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}