{"id":"https://openalex.org/W4400947513","doi":"https://doi.org/10.1145/3672919.3673032","title":"Powering the future: application of machine learning to analyze the global renewable energy consumption","display_name":"Powering the future: application of machine learning to analyze the global renewable energy consumption","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4400947513","doi":"https://doi.org/10.1145/3672919.3673032"},"language":"en","primary_location":{"id":"doi:10.1145/3672919.3673032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672919.3673032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","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/A5046919195","display_name":"Zonghao Zou","orcid":"https://orcid.org/0000-0003-0370-7709"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zonghao Zou","raw_affiliation_strings":["University of Wisconsin-Madison, America"],"raw_orcid":"https://orcid.org/0009-0003-3456-7603","affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, America","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5046919195"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1448756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"643","last_page":"649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9785000085830688,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9725000262260437,"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":0.6829238533973694},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6814374327659607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.599698543548584},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5424214005470276},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.35684800148010254},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.172242671251297},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15270227193832397},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1017393171787262}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6829238533973694},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6814374327659607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.599698543548584},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5424214005470276},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.35684800148010254},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.172242671251297},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15270227193832397},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1017393171787262},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3672919.3673032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672919.3673032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1153746237","https://openalex.org/W2982395087","https://openalex.org/W2987686769","https://openalex.org/W3119255107"],"related_works":["https://openalex.org/W3048758247","https://openalex.org/W3209969859","https://openalex.org/W3014284641","https://openalex.org/W4290997474","https://openalex.org/W2994198438","https://openalex.org/W4376471780","https://openalex.org/W3165229883","https://openalex.org/W2254044994","https://openalex.org/W4386442661","https://openalex.org/W4245476236"],"abstract_inverted_index":{"The":[0],"global":[1],"energy":[2,64,96,129,139],"consumption":[3,21],"landscape":[4],"has":[5,25],"significantly":[6],"shifted":[7],"towards":[8],"renewable":[9,63,128],"sources":[10],"in":[11,126],"recent":[12],"years.":[13],"However,":[14],"despite":[15],"this":[16,36],"positive":[17],"trend,":[18],"the":[19,47,53,60,91,100,136],"overall":[20],"of":[22,62,71,106,138],"fossil":[23],"fuels":[24],"not":[26],"decreased,":[27],"indicating":[28],"challenges":[29],"for":[30,80,85,114],"climate":[31],"change":[32],"mitigation.":[33],"To":[34],"explain":[35],"phenomenon,":[37],"our":[38],"paper":[39],"employs":[40],"several":[41],"different":[42],"machine":[43,75],"learning":[44,76],"algorithms":[45],"on":[46],"World":[48],"Sustainability":[49],"Dataset":[50],"to":[51,89,111,122,150],"analyze":[52],"underlying":[54],"mechanisms":[55],"that":[56],"drive":[57],"or":[58],"hinder":[59],"adoption":[61,105,130],"across":[65],"various":[66],"countries.":[67],"Utilizing":[68],"a":[69,119,152],"combination":[70],"supervised":[72],"and":[73,83,142,145],"unsupervised":[74],"techniques,":[77],"including":[78],"XGBoost":[79],"predictive":[81],"analysis":[82],"K-Means":[84],"clustering,":[86],"we":[87,109],"aim":[88],"reveal":[90],"nuanced":[92],"factors":[93],"influencing":[94],"nations'":[95],"choices.":[97],"By":[98],"demystify":[99],"complex":[101],"decision-making":[102],"process":[103],"behind":[104],"green":[107],"energy,":[108],"hope":[110],"provide":[112],"insights":[113],"international":[115],"sustainability":[116],"organizations,":[117],"offering":[118],"data-driven":[120],"foundation":[121],"guide":[123],"their":[124],"efforts":[125],"promoting":[127],"worldwide.":[131],"Our":[132],"findings":[133],"both":[134],"underscore":[135],"intricacies":[137],"transition":[140],"dynamics":[141],"equip":[143],"policymakers":[144],"stakeholders":[146],"with":[147],"actionable":[148],"intelligence":[149],"foster":[151],"more":[153],"sustainable":[154],"future.":[155]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}