{"id":"https://openalex.org/W2806104647","doi":"https://doi.org/10.1109/access.2018.2844299","title":"Prediction of Indoor Temperature and Relative Humidity Based on Cloud Database by Using an Improved BP Neural Network in Chongqing","display_name":"Prediction of Indoor Temperature and Relative Humidity Based on Cloud Database by Using an Improved BP Neural Network in Chongqing","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2806104647","doi":"https://doi.org/10.1109/access.2018.2844299","mag":"2806104647"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2844299","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2844299","pdf_url":null,"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://doi.org/10.1109/access.2018.2844299","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012821428","display_name":"Xin Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Shi","raw_affiliation_strings":["Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104197981","display_name":"Weiding Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiding Lu","raw_affiliation_strings":["Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101683266","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0002-4872-3633"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109600227","display_name":"Pengjie Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjie Qin","raw_affiliation_strings":["Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Complex System Safety and Control, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1327237609"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0673,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.84923444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"30559","last_page":"30566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9890999794006348,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9804999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.746466338634491},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7316280007362366},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6463847756385803},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6212166547775269},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6207399368286133},{"id":"https://openalex.org/keywords/humidity","display_name":"Humidity","score":0.620581865310669},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5099970102310181},{"id":"https://openalex.org/keywords/air-temperature","display_name":"Air temperature","score":0.4714696705341339},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4552558362483978},{"id":"https://openalex.org/keywords/cloud-cover","display_name":"Cloud cover","score":0.448147714138031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4014616012573242},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.40004006028175354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1944619119167328},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18530058860778809},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1160041093826294},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07630103826522827}],"concepts":[{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.746466338634491},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7316280007362366},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6463847756385803},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6212166547775269},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6207399368286133},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.620581865310669},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5099970102310181},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.4714696705341339},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4552558362483978},{"id":"https://openalex.org/C206887242","wikidata":"https://www.wikidata.org/wiki/Q830457","display_name":"Cloud cover","level":3,"score":0.448147714138031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4014616012573242},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.40004006028175354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1944619119167328},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18530058860778809},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1160041093826294},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07630103826522827},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2844299","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2844299","pdf_url":null,"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:f8964d8f89d34250b6bc87840b90d442","is_oa":true,"landing_page_url":"https://doaj.org/article/f8964d8f89d34250b6bc87840b90d442","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 6, Pp 30559-30566 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2844299","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2844299","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G6897166823","display_name":"\u57fa\u4e8e\u6d88\u606f\u4e91\u673a\u5236\u7684\u53d8\u6a21\u6001\u53d8\u7ed3\u6784\u80fd\u8fde\u7f51\u5efa\u6a21\u673a\u7406\u7814\u7a76","funder_award_id":"61473050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1580582867","https://openalex.org/W1945712029","https://openalex.org/W2000252144","https://openalex.org/W2024097794","https://openalex.org/W2035174181","https://openalex.org/W2051607409","https://openalex.org/W2060587539","https://openalex.org/W2061530655","https://openalex.org/W2078297434","https://openalex.org/W2084170200","https://openalex.org/W2087444157","https://openalex.org/W2091693228","https://openalex.org/W2101396313","https://openalex.org/W2117548424","https://openalex.org/W2121336880","https://openalex.org/W2124776405","https://openalex.org/W2129601851","https://openalex.org/W2140973364","https://openalex.org/W2314153399","https://openalex.org/W2338736535","https://openalex.org/W2435278174","https://openalex.org/W2518569020","https://openalex.org/W2537603653","https://openalex.org/W2553817295","https://openalex.org/W2560648492","https://openalex.org/W2584451134","https://openalex.org/W2604870111","https://openalex.org/W2766767083","https://openalex.org/W2774043027","https://openalex.org/W2778138942","https://openalex.org/W2802697544","https://openalex.org/W4301177107"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W2101408834","https://openalex.org/W2266043311"],"abstract_inverted_index":{"For":[0],"continuous":[1],"improvement":[2],"of":[3,10,21,32,45,103,131,161],"productivity,":[4],"accurate,":[5],"stable,":[6],"and":[7,12,24,30,66,73,88,115,135,159,165],"reliable":[8],"control":[9,35,160],"temperature":[11,23,64,148,164],"humidity":[13,25,68,167],"is":[14],"important":[15],"in":[16,76,82,91,147,168],"industrial":[17,169],"production.":[18,170],"Accurate":[19],"prediction":[20,50,158],"air":[22,33,63],"can":[26,153],"improve":[27],"the":[28,42,100,104,113,125,129,157,162],"predictability":[29],"stability":[31],"conditioning":[34],"systems.":[36],"In":[37],"this":[38],"paper,":[39],"based":[40,52],"on":[41,53],"cloud":[43],"database":[44],"industry":[46],"settings,":[47],"an":[48],"improved":[49],"model":[51,120,143],"backpropagation":[54],"(BP)":[55],"neural":[56,105],"networks":[57],"was":[58,81,144],"established":[59],"to":[60,98],"forecast":[61],"indoor":[62,163],"(IT)":[65],"relative":[67,166],"(IH)":[69],"every":[70],"10":[71],"min":[72],"6-72":[74],"h":[75],"advance.":[77],"The":[78,93,108,150],"experimental":[79,109],"building":[80],"Chongqing,":[83],"a":[84],"typical":[85],"humid,":[86],"hot-summer,":[87],"coldwinter":[89],"area":[90],"China.":[92],"test":[94],"data":[95],"were":[96],"used":[97,155],"determine":[99],"optimal":[101],"parameters":[102],"network":[106],"model.":[107],"results":[110],"showed":[111],"that":[112],"IT":[114],"IH":[116],"predictions":[117],"by":[118],"our":[119,142],"have":[121],"strong":[122],"correlations":[123],"with":[124,128,139],"actual":[126],"data,":[127],"coefficients":[130],"determination":[132],"being":[133],"0.9897":[134],"0.9778,":[136],"respectively.":[137],"Compared":[138],"other":[140],"literature,":[141],"more":[145],"effective":[146],"prediction.":[149],"presented":[151],"method":[152],"be":[154],"for":[156]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}