{"id":"https://openalex.org/W3093963740","doi":"https://doi.org/10.1109/access.2020.3032531","title":"Energy and Materials-Saving Management via Deep Learning for Wastewater Treatment Plants","display_name":"Energy and Materials-Saving Management via Deep Learning for Wastewater Treatment Plants","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3093963740","doi":"https://doi.org/10.1109/access.2020.3032531","mag":"3093963740"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3032531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032531","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09233427.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/ielx7/6287639/8948470/09233427.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100334403","display_name":"Jianhui Wang","orcid":"https://orcid.org/0000-0003-4123-4244"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhui Wang","raw_affiliation_strings":["Chongqing South-to-Thais Environmental Protection Technology Research Institute Company, Ltd., Chongqing, China","Chongqing Water Assets Management Company, Ltd., Chongqing, China","National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing South-to-Thais Environmental Protection Technology Research Institute Company, Ltd., Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Chongqing Water Assets Management Company, Ltd., Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016552565","display_name":"Keyi Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyi Wan","raw_affiliation_strings":["National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586852","display_name":"Xu Gao","orcid":"https://orcid.org/0000-0003-3513-225X"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Gao","raw_affiliation_strings":["Chongqing Water Assets Management Company, Ltd., Chongqing, China","National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Water Assets Management Company, Ltd., Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045128448","display_name":"Xuhong Cheng","orcid":"https://orcid.org/0000-0003-0753-1835"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhong Cheng","raw_affiliation_strings":["National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069157582","display_name":"Yu Shen","orcid":"https://orcid.org/0000-0002-8207-8375"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Shen","raw_affiliation_strings":["Chongqing South-to-Thais Environmental Protection Technology Research Institute Company, Ltd., Chongqing, China","National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing South-to-Thais Environmental Protection Technology Research Institute Company, Ltd., Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"National Research Base of Intelligent Manufacturing Service, Chongqing Technology and Business University, Chongqing, China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102928468","display_name":"Zheng Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zheng Wen","raw_affiliation_strings":["School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088139460","display_name":"Usman Tariq","orcid":"https://orcid.org/0000-0001-7672-1187"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Usman Tariq","raw_affiliation_strings":["College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047578139","display_name":"Md. Jalil Piran","orcid":"https://orcid.org/0000-0003-3229-6785"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Md. Jalil Piran","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100334403"],"corresponding_institution_ids":["https://openalex.org/I145581781"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5828,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9181284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"191694","last_page":"191705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9690999984741211,"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":0.9690999984741211,"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/T13038","display_name":"Internet of Things and AI","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12017","display_name":"Recycling and Waste Management Techniques","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6043334603309631},{"id":"https://openalex.org/keywords/wastewater","display_name":"Wastewater","score":0.5520185828208923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5159212350845337},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49578604102134705},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.4225567579269409},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3625580668449402},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3445190191268921},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2012861967086792},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08312684297561646}],"concepts":[{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6043334603309631},{"id":"https://openalex.org/C94061648","wikidata":"https://www.wikidata.org/wiki/Q336191","display_name":"Wastewater","level":2,"score":0.5520185828208923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5159212350845337},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49578604102134705},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.4225567579269409},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3625580668449402},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3445190191268921},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2012861967086792},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08312684297561646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3032531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032531","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09233427.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:aabecf0ff69a4de48c82f30d2ae08a73","is_oa":true,"landing_page_url":"https://doaj.org/article/aabecf0ff69a4de48c82f30d2ae08a73","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 191694-191705 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3032531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3032531","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09233427.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":[{"id":"https://openalex.org/G4057249368","display_name":null,"funder_award_id":"cstc2019jcyj-bshX0061","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4276407989","display_name":null,"funder_award_id":"ZDPTTD201917","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G5039936744","display_name":null,"funder_award_id":"ZDPTTD201917","funder_id":"https://openalex.org/F4320322685","funder_display_name":"Chongqing Technology and Business University"},{"id":"https://openalex.org/G5362371099","display_name":null,"funder_award_id":"2016YFE0205600","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G6378616904","display_name":null,"funder_award_id":"2019M653825XB","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7122698151","display_name":null,"funder_award_id":"1952005","funder_id":"https://openalex.org/F4320322685","funder_display_name":"Chongqing Technology and Business University"},{"id":"https://openalex.org/G7791656483","display_name":null,"funder_award_id":"KJZD-M20200080","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G8252146952","display_name":null,"funder_award_id":"2019SWZC-bsh001","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8845837506","display_name":null,"funder_award_id":"KJQN201800831","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322685","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093963740.pdf","grobid_xml":"https://content.openalex.org/works/W3093963740.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W137054150","https://openalex.org/W639708223","https://openalex.org/W1483874305","https://openalex.org/W1689711448","https://openalex.org/W1957108151","https://openalex.org/W1964265052","https://openalex.org/W1987415583","https://openalex.org/W2032247918","https://openalex.org/W2047094503","https://openalex.org/W2089468765","https://openalex.org/W2089576423","https://openalex.org/W2183182206","https://openalex.org/W2212491726","https://openalex.org/W2479755133","https://openalex.org/W2527765014","https://openalex.org/W2596795874","https://openalex.org/W2613718673","https://openalex.org/W2735325458","https://openalex.org/W2754051771","https://openalex.org/W2756407031","https://openalex.org/W2767762556","https://openalex.org/W2788276261","https://openalex.org/W2792355080","https://openalex.org/W2883781508","https://openalex.org/W2893905736","https://openalex.org/W2895208262","https://openalex.org/W2896351606","https://openalex.org/W2908399050","https://openalex.org/W2936399818","https://openalex.org/W2952020389","https://openalex.org/W2966207845","https://openalex.org/W2966832401","https://openalex.org/W3003626942","https://openalex.org/W3088196840"],"related_works":["https://openalex.org/W2358752834","https://openalex.org/W2385882612","https://openalex.org/W2348940987","https://openalex.org/W2369202248","https://openalex.org/W1980686195","https://openalex.org/W2354768891","https://openalex.org/W4229332389","https://openalex.org/W1510108650","https://openalex.org/W2322968447","https://openalex.org/W2356819012"],"abstract_inverted_index":{"With":[0],"the":[1,24,65,128,142,150],"increasing":[2],"public":[3],"attention":[4],"on":[5,119],"sustainability,":[6],"conservation":[7],"of":[8,38,67,93],"energy":[9,39,80,155],"and":[10,29,40,51,81,109,156],"materials":[11,110,157],"has":[12],"been":[13],"a":[14,94],"general":[15],"demand":[16],"for":[17,87],"wastewater":[18,95],"treatment":[19,96],"plants":[20],"(WWTPs).":[21],"To":[22],"meet":[23],"demand,":[25],"efficient":[26],"optimal":[27],"management":[28,83,152],"decision":[30,129],"mechanism":[31],"are":[32,104],"expected":[33],"to":[34,57,131,138],"reasonably":[35],"configure":[36],"resource":[37],"materials.In":[41],"recent":[42],"years,":[43],"advanced":[44],"computational":[45],"techniques":[46],"such":[47],"as":[48,127],"neural":[49,107],"networks":[50],"genetic":[52,123],"algorithm":[53,124],"provided":[54],"data-driven":[55],"solutions":[56],"overcome":[58],"some":[59],"industrial":[60],"problems.":[61],"They":[62],"work":[63],"from":[64,74],"perspective":[66],"statistical":[68],"learning,":[69],"mining":[70],"invisible":[71],"latent":[72],"rules":[73],"massive":[75],"data.":[76],"This":[77],"paper":[78],"proposes":[79],"materials-saving":[82],"via":[84],"deep":[85],"learning":[86],"WWTPs,":[88],"using":[89],"real-world":[90],"business":[91],"data":[92],"plant":[97],"located":[98],"in":[99],"Chongqing,":[100],"China.":[101],"Treatment":[102],"processes":[103],"modeled":[105],"through":[106],"networks,":[108],"cost":[111,134,158],"that":[112,135,148],"satisfies":[113],"single":[114],"indexes":[115],"can":[116,159],"be":[117,160],"estimated":[118],"this":[120],"basis.":[121],"Then,":[122],"is":[125,136],"selected":[126],"scheme":[130],"compute":[132],"overall":[133],"able":[137],"simultaneously":[139],"satisfy":[140],"all":[141],"indexes.":[143],"Empirically,":[144],"experimental":[145],"results":[146],"evaluate":[147],"with":[149],"proposed":[151],"method,":[153],"total":[154],"reduced":[161],"by":[162],"10%-15%.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}