{"id":"https://openalex.org/W3100448353","doi":"https://doi.org/10.1109/iecon43393.2020.9254724","title":"Modeling of liquid desiccant cooling and dehumidification system based on artificial neural network","display_name":"Modeling of liquid desiccant cooling and dehumidification system based on artificial neural network","publication_year":2020,"publication_date":"2020-10-18","ids":{"openalex":"https://openalex.org/W3100448353","doi":"https://doi.org/10.1109/iecon43393.2020.9254724","mag":"3100448353"},"language":"en","primary_location":{"id":"doi:10.1109/iecon43393.2020.9254724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon43393.2020.9254724","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/A5018674419","display_name":"Xianhua Ou","orcid":"https://orcid.org/0000-0003-2871-071X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianhua Ou","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, P. R. China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","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, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013584546","display_name":"Xiongxiong He","orcid":"https://orcid.org/0000-0002-5806-1047"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongxiong He","raw_affiliation_strings":["College of Information Engineering, Zhejiang University of Technology, Hangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Zhejiang University of Technology, Hangzhou, P. R. China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","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":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018674419"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26217892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"172","issue":null,"first_page":"4810","last_page":"4814"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11774","display_name":"Adsorption and Cooling Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11774","display_name":"Adsorption and Cooling Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9991000294685364,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/desiccant","display_name":"Desiccant","score":0.7644141912460327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.729691743850708},{"id":"https://openalex.org/keywords/liquid-desiccant","display_name":"Liquid desiccant","score":0.7046587467193604},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6415668725967407},{"id":"https://openalex.org/keywords/chilled-water","display_name":"Chilled water","score":0.60219407081604},{"id":"https://openalex.org/keywords/mass-transfer","display_name":"Mass transfer","score":0.48804986476898193},{"id":"https://openalex.org/keywords/water-cooling","display_name":"Water cooling","score":0.4745132327079773},{"id":"https://openalex.org/keywords/evaporative-cooler","display_name":"Evaporative cooler","score":0.43530386686325073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36444902420043945},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33814820647239685},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28644129633903503},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.24682149291038513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22287815809249878},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1819499135017395},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.16162937879562378}],"concepts":[{"id":"https://openalex.org/C37819138","wikidata":"https://www.wikidata.org/wiki/Q13221746","display_name":"Desiccant","level":2,"score":0.7644141912460327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.729691743850708},{"id":"https://openalex.org/C2993926350","wikidata":"https://www.wikidata.org/wiki/Q13221746","display_name":"Liquid desiccant","level":3,"score":0.7046587467193604},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6415668725967407},{"id":"https://openalex.org/C123516432","wikidata":"https://www.wikidata.org/wiki/Q572309","display_name":"Chilled water","level":3,"score":0.60219407081604},{"id":"https://openalex.org/C51038369","wikidata":"https://www.wikidata.org/wiki/Q909534","display_name":"Mass transfer","level":2,"score":0.48804986476898193},{"id":"https://openalex.org/C7694927","wikidata":"https://www.wikidata.org/wiki/Q7667810","display_name":"Water cooling","level":2,"score":0.4745132327079773},{"id":"https://openalex.org/C173991790","wikidata":"https://www.wikidata.org/wiki/Q1896787","display_name":"Evaporative cooler","level":2,"score":0.43530386686325073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36444902420043945},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33814820647239685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28644129633903503},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.24682149291038513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22287815809249878},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1819499135017395},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.16162937879562378},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon43393.2020.9254724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon43393.2020.9254724","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":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1993593054","https://openalex.org/W2040896227","https://openalex.org/W2065551586","https://openalex.org/W2325520484","https://openalex.org/W2734882102","https://openalex.org/W2794945528","https://openalex.org/W2808812548","https://openalex.org/W2904198923","https://openalex.org/W2912428990","https://openalex.org/W2914265253","https://openalex.org/W2916704255","https://openalex.org/W2921170333","https://openalex.org/W3005719665","https://openalex.org/W3009747080"],"related_works":["https://openalex.org/W2393010393","https://openalex.org/W2287704214","https://openalex.org/W2980575039","https://openalex.org/W1970050515","https://openalex.org/W2560192976","https://openalex.org/W2391902014","https://openalex.org/W4298022948","https://openalex.org/W1967908302","https://openalex.org/W4234341765","https://openalex.org/W2784453624"],"abstract_inverted_index":{"Liquid":[0],"desiccant":[1,23],"dehumidification":[2,26,47],"system":[3,30,56],"(LDDS)":[4],"has":[5],"emerged":[6],"as":[7,60],"an":[8],"energy-efficient":[9],"approach":[10],"for":[11,20],"air":[12,27,64],"dehumidification.":[13],"In":[14],"this":[15],"paper,":[16],"a":[17],"simple":[18],"model":[19,34,85,98,118,126],"the":[21,45,52,73,83,89,101,110,117,136],"liquid":[22],"cooling":[24],"and":[25,48,66,82,103,132],"conditioning":[28],"(LDCDAC)":[29],"is":[31,35,80,86],"proposed.":[32],"The":[33,55,97,113,124],"built":[36],"by":[37,88],"using":[38],"artificial":[39],"neural":[40,78],"network":[41,79],"(ANN)":[42],"to":[43],"describe":[44],"cooling,":[46],"regeneration":[49],"performance":[50],"of":[51,100,135],"LDCDAC":[53,137],"system.":[54,138],"outlet":[57],"parameters,":[58],"such":[59],"chilled":[61],"water":[62],"temperature,":[63],"temperature":[65],"humidity,":[67],"can":[68,127],"be":[69,128],"calculated":[70],"directly":[71],"from":[72],"inlet":[74],"parameters.":[75],"A":[76],"multilayer":[77],"adopted,":[81],"ANN":[84],"trained":[87],"experimental":[90,111],"data":[91],"collected":[92],"under":[93],"different":[94],"operating":[95],"conditions.":[96],"predictions":[99],"heat":[102],"mass":[104],"transfer":[105],"rates":[106],"are":[107,121],"compared":[108],"with":[109],"values.":[112],"results":[114],"indicate":[115],"that":[116],"predicting":[119],"errors":[120],"within":[122],"\u00b18%.":[123],"proposed":[125],"used":[129],"in":[130],"control":[131],"optimization":[133],"applications":[134]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
