{"id":"https://openalex.org/W2067875765","doi":"https://doi.org/10.1108/03684921211243220","title":"Prediction of China's energy consumption structure","display_name":"Prediction of China's energy consumption structure","publication_year":2012,"publication_date":"2012-06-08","ids":{"openalex":"https://openalex.org/W2067875765","doi":"https://doi.org/10.1108/03684921211243220","mag":"2067875765"},"language":"en","primary_location":{"id":"doi:10.1108/03684921211243220","is_oa":false,"landing_page_url":"https://doi.org/10.1108/03684921211243220","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-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/A5086065506","display_name":"Chaoqing Yuan","orcid":"https://orcid.org/0000-0003-0963-6104"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chaoqing Yuan","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077024823","display_name":"Dejin Song","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dejin Song","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100887040","display_name":"Benhai Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benhai Guo","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066476486","display_name":"Naiming Xie","orcid":"https://orcid.org/0000-0002-7368-1746"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naiming Xie","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086065506"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.7998,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76177391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"41","issue":"5/6","first_page":"559","last_page":"567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.9789000153541565,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6818256378173828},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.6167232394218445},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6088014245033264},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5699381828308105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5549083948135376},{"id":"https://openalex.org/keywords/energy-accounting","display_name":"Energy accounting","score":0.5196493864059448},{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.5085726976394653},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4695867896080017},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.44022226333618164},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4384085536003113},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4244173765182495},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4160098433494568},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4093153476715088},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3509960174560547},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3343597650527954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19999420642852783},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18033292889595032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17643839120864868},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16458112001419067},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.1172688901424408},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10769206285476685},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09573385119438171},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08529749512672424}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6818256378173828},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6167232394218445},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6088014245033264},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5699381828308105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5549083948135376},{"id":"https://openalex.org/C132853815","wikidata":"https://www.wikidata.org/wiki/Q1341254","display_name":"Energy accounting","level":3,"score":0.5196493864059448},{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.5085726976394653},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4695867896080017},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.44022226333618164},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4384085536003113},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4244173765182495},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4160098433494568},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4093153476715088},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3509960174560547},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3343597650527954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19999420642852783},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18033292889595032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17643839120864868},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16458112001419067},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.1172688901424408},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10769206285476685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09573385119438171},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08529749512672424},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/03684921211243220","is_oa":false,"landing_page_url":"https://doi.org/10.1108/03684921211243220","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1996945734","https://openalex.org/W2002167332","https://openalex.org/W2002184118","https://openalex.org/W2014057805","https://openalex.org/W2019034638","https://openalex.org/W2024895407","https://openalex.org/W2027254509","https://openalex.org/W2027492751","https://openalex.org/W2029108891","https://openalex.org/W2038785166","https://openalex.org/W2051732962","https://openalex.org/W2114758148","https://openalex.org/W2135295234","https://openalex.org/W2138922512","https://openalex.org/W2348683585","https://openalex.org/W2384905280"],"related_works":["https://openalex.org/W2529311304","https://openalex.org/W4248275646","https://openalex.org/W2992609826","https://openalex.org/W2552900035","https://openalex.org/W2162875951","https://openalex.org/W2041415459","https://openalex.org/W2062875858","https://openalex.org/W3124809058","https://openalex.org/W4380047323","https://openalex.org/W2593155302"],"abstract_inverted_index":{"Purpose":[0],"The":[1,74,102,126],"purpose":[2],"of":[3,15,28,43,68,80,104],"this":[4,105],"paper":[5,127],"is":[6,37,49,71],"to":[7,9,39,51,115],"attempt":[8],"analyze":[10,40],"the":[11,26,41,58,66,69,78,89,113],"situation":[12,27],"and":[13,20,94,122,131,140],"trend":[14,42],"China's":[16,29,53,62,133],"energy":[17,30,54,96,119,123,134],"consumption":[18,31,55,135],"structure":[19,56,136],"predict":[21,52],"it.":[22,44],"Design/methodology/approach":[23],"Starting":[24],"from":[25,61],"structure,":[32],"a":[33,117],"quadratic":[34,138],"programming":[35,139],"model":[36],"created":[38],"A":[45],"homogeneous":[46,141],"Markov":[47,142],"chain":[48],"chosen":[50],"with":[57],"data":[59],"collected":[60],"Statistical":[63],"Yearbook.":[64],"Finally,":[65],"implication":[67],"prediction":[70],"explained.":[72],"Findings":[73],"results":[75,103],"are":[76,83],"convincing:":[77],"substitution":[79],"different":[81],"energies":[82],"found,":[84],"China":[85],"will":[86,97],"not":[87],"enter":[88],"oil":[90],"era,":[91],"natural":[92],"gas":[93],"non\u2010fossil":[95,118],"rapidly":[98],"develop.":[99],"Practical":[100],"implications":[101],"article":[106],"can":[107],"provide":[108],"an":[109],"important":[110],"basis":[111],"for":[112],"government":[114],"make":[116],"development":[120],"plan":[121],"policies.":[124],"Originality/value":[125],"succeeds":[128],"in":[129],"revealing":[130],"predicting":[132],"by":[137],"chain.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}