{"id":"https://openalex.org/W4206827818","doi":"https://doi.org/10.1109/access.2022.3141090","title":"Optimal Placement of Laying Hen House Temperature Sensors Based on Genetic Algorithm","display_name":"Optimal Placement of Laying Hen House Temperature Sensors Based on Genetic Algorithm","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4206827818","doi":"https://doi.org/10.1109/access.2022.3141090"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3141090","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141090","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09673741.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09673741.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xiaoyue Hu","orcid":"https://orcid.org/0000-0002-9460-0714"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyue Hu","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-9460-0714","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030662177","display_name":"Liai Gao","orcid":"https://orcid.org/0000-0002-3723-9213"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liai Gao","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053436423","display_name":"Limin Huo","orcid":"https://orcid.org/0000-0002-0206-5743"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Huo","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-0206-5743","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440650","display_name":"Lihua Li","orcid":"https://orcid.org/0000-0002-4470-9252"},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Li","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053149894","display_name":"Mengwei Er","orcid":null},"institutions":[{"id":"https://openalex.org/I108160477","display_name":"Hebei Agricultural University","ror":"https://ror.org/009fw8j44","country_code":"CN","type":"education","lineage":["https://openalex.org/I108160477"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengwei Er","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, China","institution_ids":["https://openalex.org/I108160477"]},{"raw_affiliation_string":"Key Laboratory of Broiler and Laying Hen Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Equipment and New Energy Utilization of Livestock and Poultry Breeding, Baoding, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4356,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.77981666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"7234","last_page":"7244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/laying","display_name":"Laying","score":0.8172837495803833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45654726028442383},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.434217631816864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4180889129638672},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24901503324508667},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.16038104891777039},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08181306719779968}],"concepts":[{"id":"https://openalex.org/C2780812243","wikidata":"https://www.wikidata.org/wiki/Q6505583","display_name":"Laying","level":2,"score":0.8172837495803833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45654726028442383},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.434217631816864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4180889129638672},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24901503324508667},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.16038104891777039},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08181306719779968}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3141090","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141090","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09673741.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36de84fe8d67403da0445b78740b0d86","is_oa":true,"landing_page_url":"https://doaj.org/article/36de84fe8d67403da0445b78740b0d86","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":"IEEE Access, Vol 10, Pp 7234-7244 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3141090","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3141090","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09673741.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320336332","display_name":"Modern Agricultural Technology Industry System of Shandong province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206827818.pdf","grobid_xml":"https://content.openalex.org/works/W4206827818.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W170613937","https://openalex.org/W1578981094","https://openalex.org/W1987761773","https://openalex.org/W2014071163","https://openalex.org/W2039938372","https://openalex.org/W2108835525","https://openalex.org/W2132776416","https://openalex.org/W2353066248","https://openalex.org/W2372674073","https://openalex.org/W2387394792","https://openalex.org/W2399776066","https://openalex.org/W2594249583","https://openalex.org/W2767043898","https://openalex.org/W2773079741","https://openalex.org/W2783397627","https://openalex.org/W2898427495","https://openalex.org/W2914196784","https://openalex.org/W2985182609","https://openalex.org/W2986517054","https://openalex.org/W3089687283","https://openalex.org/W3111782924","https://openalex.org/W3183156452"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W67274981","https://openalex.org/W3172162780","https://openalex.org/W2958874282","https://openalex.org/W2389770086","https://openalex.org/W2915031981","https://openalex.org/W2394337191","https://openalex.org/W1982505769","https://openalex.org/W2393003723","https://openalex.org/W3019933628"],"abstract_inverted_index":{"The":[0,31,118],"arrangement":[1],"of":[2,20,28,46,49,59,76,99,131,150,164],"temperature":[3,32,60],"sensors":[4,61,77,88,133],"in":[5,33,62,122],"most":[6],"existing":[7],"large-scale":[8],"laying":[9,35,50,63],"hen":[10,36,125,168],"houses":[11,37],"is":[12,78,111,134],"random":[13],"or":[14],"placed":[15],"according":[16],"to":[17,43,80,113,136],"the":[18,29,34,44,57,73,86,95,103,106,115,128,140,148,151,162,167,174],"experience":[19],"breeders.":[21],"However,":[22],"this":[23,53],"can’t":[24],"achieve":[25],"accurate":[26],"monitoring":[27,166],"henhouse.":[30],"cannot":[38],"be":[39,145,155],"uniformly":[40],"controlled,":[41],"leads":[42],"reduction":[45],"production":[47],"efficiency":[48],"hens.":[51],"In":[52],"paper,":[54],"aiming":[55],"at":[56,137],"placement":[58,67],"hens’":[64],"houses,":[65],"a":[66,123],"optimization":[68],"method":[69],"was":[70,120],"proposed.":[71],"Firstly,":[72],"correlation":[74,97],"coefficient":[75],"calculated":[79],"eliminate":[81],"redundant":[82],"sensors.":[83],"Then,":[84],"all":[85],"remaining":[87],"are":[89],"arranged":[90],"and":[91,147],"combined.":[92],"Finally,":[93],"taking":[94],"grey":[96],"degree":[98],"each":[100],"combination":[101],"as":[102],"objective":[104],"function,":[105],"dual-structure":[107],"coding":[108],"genetic":[109],"algorithm":[110],"used":[112],"optimize":[114],"sensor":[116,153],"combination.":[117],"strategy":[119,158],"tested":[121],"large":[124],"house.":[126],"When":[127],"initial":[129],"deployment":[130],"81":[132],"reduced":[135],"least":[138],"3,":[139],"established":[141],"target":[142,152],"can":[143,154],"still":[144],"achieved,":[146],"position":[149],"calculated.":[156],"This":[157],"not":[159],"only":[160],"meets":[161],"goal":[163],"accurately":[165],"house":[169],"temperature,":[170],"but":[171],"also":[172],"saves":[173],"hardware":[175],"cost,":[176],"which":[177],"has":[178],"important":[179],"application":[180],"value.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}