{"id":"https://openalex.org/W2914520544","doi":"https://doi.org/10.1109/bigdata.2018.8622530","title":"Optimization of Urban Heating Network Design Using Genetic Algorithm","display_name":"Optimization of Urban Heating Network Design Using Genetic Algorithm","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914520544","doi":"https://doi.org/10.1109/bigdata.2018.8622530","mag":"2914520544"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","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/A5054332012","display_name":"Andong Wang","orcid":"https://orcid.org/0000-0001-9446-1294"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Andong Wang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056877599","display_name":"Victor O. K. Li","orcid":"https://orcid.org/0000-0002-1380-9445"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Victor O.K. Li","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048232137","display_name":"Jacqueline C. K. Lam","orcid":"https://orcid.org/0000-0002-8805-3574"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jacqueline C. K. Lam","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054332012"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16939228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"95","issue":null,"first_page":"4484","last_page":"4487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9825000166893005,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9555000066757202,"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/genetic-algorithm","display_name":"Genetic algorithm","score":0.7221243381500244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.613271176815033},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.49301549792289734},{"id":"https://openalex.org/keywords/coal","display_name":"Coal","score":0.4877699017524719},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.4361569285392761},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38047274947166443},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.366910457611084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22259432077407837},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15893611311912537},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.12255299091339111},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08212554454803467}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.7221243381500244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.613271176815033},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.49301549792289734},{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.4877699017524719},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.4361569285392761},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38047274947166443},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.366910457611084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22259432077407837},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15893611311912537},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.12255299091339111},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08212554454803467},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7099999785423279,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1562251502","https://openalex.org/W1976568375","https://openalex.org/W2015945495","https://openalex.org/W2089991647","https://openalex.org/W2090190737","https://openalex.org/W4285719527","https://openalex.org/W6633721741"],"related_works":["https://openalex.org/W3191763517","https://openalex.org/W2536695084","https://openalex.org/W2363693341","https://openalex.org/W2334274107","https://openalex.org/W2360786630","https://openalex.org/W4214808470","https://openalex.org/W4244099597","https://openalex.org/W2386113422","https://openalex.org/W2382364780","https://openalex.org/W2362147779"],"abstract_inverted_index":{"As":[0],"the":[1,22,58],"main":[2],"energy":[3],"source":[4],"is":[5,13],"coal":[6],"burning,":[7],"district":[8],"heating":[9,43],"in":[10,65],"Northern":[11],"China":[12],"an":[14,38],"important":[15],"driver":[16],"of":[17,21,24],"air":[18],"pollution.":[19],"Optimization":[20],"performance":[23],"District":[25],"Heating":[26],"Network":[27],"(DHN)":[28],"carries":[29],"both":[30],"social":[31],"and":[32,61],"economic":[33],"benefits.":[34],"This":[35],"study":[36,52],"proposes":[37],"approach":[39],"for":[40],"optimizing":[41],"urban":[42],"network":[44],"design":[45],"based":[46],"on":[47],"Genetic":[48],"Algorithm.":[49],"Our":[50],"case":[51],"shows":[53],"that":[54],"DHN":[55],"can":[56],"meet":[57],"users'":[59],"requirements":[60],"achieve":[62],"minimum":[63],"cost":[64],"parallel.":[66]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
