{"id":"https://openalex.org/W3035829306","doi":"https://doi.org/10.1109/giots49054.2020.9119561","title":"Data-driven energy resource planning for Smart Cities","display_name":"Data-driven energy resource planning for Smart Cities","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3035829306","doi":"https://doi.org/10.1109/giots49054.2020.9119561","mag":"3035829306"},"language":"en","primary_location":{"id":"doi:10.1109/giots49054.2020.9119561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giots49054.2020.9119561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Global Internet of Things Summit (GIoTS)","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/A5001246348","display_name":"Sof\u00eda Mulero-Palencia","orcid":"https://orcid.org/0000-0002-0474-9065"},"institutions":[{"id":"https://openalex.org/I4210113522","display_name":"Fundaci\u00f3n Prodintec","ror":"https://ror.org/01gf4rc63","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113522"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sofia Mulero","raw_affiliation_strings":["Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain"],"affiliations":[{"raw_affiliation_string":"Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain","institution_ids":["https://openalex.org/I4210113522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101622971","display_name":"Jos\u00e9 L. Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-7621-2937"},"institutions":[{"id":"https://openalex.org/I4210113522","display_name":"Fundaci\u00f3n Prodintec","ror":"https://ror.org/01gf4rc63","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113522"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose L. Hernandez","raw_affiliation_strings":["Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain"],"affiliations":[{"raw_affiliation_string":"Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain","institution_ids":["https://openalex.org/I4210113522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071342133","display_name":"Julia Vicente","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113522","display_name":"Fundaci\u00f3n Prodintec","ror":"https://ror.org/01gf4rc63","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113522"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julia Vicente","raw_affiliation_strings":["Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain"],"affiliations":[{"raw_affiliation_string":"Energy division, Fundaci\u00f3n CARTIF, Boecillo, Spain","institution_ids":["https://openalex.org/I4210113522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004734316","display_name":"F. Viteri","orcid":"https://orcid.org/0000-0002-1031-1676"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patxi Saez de Viteri","raw_affiliation_strings":["Corporaci\u00f3n Mondrag\u00f3n; Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","Corporaci\u00f3n Mondrag\u00f3n"],"affiliations":[{"raw_affiliation_string":"Corporaci\u00f3n Mondrag\u00f3n; Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]},{"raw_affiliation_string":"Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]},{"raw_affiliation_string":"Corporaci\u00f3n Mondrag\u00f3n","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077476197","display_name":"F\u00e9lix Larrinaga","orcid":"https://orcid.org/0000-0003-1971-0048"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Felix Larrinaga","raw_affiliation_strings":["Corporaci\u00f3n Mondrag\u00f3n; Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","Corporaci\u00f3n Mondrag\u00f3n","Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Corporaci\u00f3n Mondrag\u00f3n; Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]},{"raw_affiliation_string":"Corporaci\u00f3n Mondrag\u00f3n","institution_ids":[]},{"raw_affiliation_string":"Mondragon Unibersitatea, Mondrag\u00f3n Group, Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001246348"],"corresponding_institution_ids":["https://openalex.org/I4210113522"],"apc_list":null,"apc_paid":null,"fwci":0.7256,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70252312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9901000261306763,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9901000261306763,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9557999968528748,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9419000148773193,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5561290979385376},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4826362729072571},{"id":"https://openalex.org/keywords/resource-planning","display_name":"Resource planning","score":0.44818803668022156},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4465331435203552},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.19908058643341064},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.19618701934814453},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1349397599697113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5561290979385376},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4826362729072571},{"id":"https://openalex.org/C2983117007","wikidata":"https://www.wikidata.org/wiki/Q7315831","display_name":"Resource planning","level":2,"score":0.44818803668022156},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4465331435203552},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.19908058643341064},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.19618701934814453},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1349397599697113},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/giots49054.2020.9119561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/giots49054.2020.9119561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Global Internet of Things Summit (GIoTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:ebiltegia.mondragon.edu:20.500.11984/6379","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.11984/6379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 Global Internet of Things Summit (GIoTS)","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1965470998","https://openalex.org/W2003320866","https://openalex.org/W2051202352","https://openalex.org/W2056169821","https://openalex.org/W2529667818","https://openalex.org/W2737299853","https://openalex.org/W2885200757","https://openalex.org/W2982649749","https://openalex.org/W2998044184","https://openalex.org/W3017548743","https://openalex.org/W3021380353","https://openalex.org/W6728330823"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Cities":[0],"are":[1],"growing":[2],"and,":[3],"therefore,":[4],"the":[5,10,17,37,41,48,57,61,68,92,101,107,110,117,139,156],"primary":[6],"needs,":[7],"such":[8],"as":[9],"energy":[11,49,54,63,81],"resources.":[12],"Hence,":[13],"managing":[14],"them":[15],"in":[16,77,138],"proper":[18],"way":[19],"becomes":[20],"essential":[21],"for":[22],"a":[23,29],"sustainable":[24],"growth.":[25],"This":[26,95],"paper":[27],"proposes":[28],"data-driven":[30],"tool":[31],"based":[32,145],"on":[33,100,146],"IoT":[34],"data":[35,119,147,153],"with":[36,87],"aim":[38],"of":[39,104,109],"reducing":[40],"gap":[42],"between":[43],"demand":[44],"and":[45,52,151],"consumption,":[46],"minimizing":[47],"losses.":[50],"Smart":[51],"efficient":[53],"planning":[55],"is":[56,65,75,130],"ultimate":[58],"objective,":[59],"where":[60],"final":[62],"usage":[64],"fitted":[66],"into":[67],"predicted":[69],"demand.":[70],"One":[71],"day":[72],"time":[73],"horizon":[74],"used":[76],"order":[78],"to":[79,154],"provide":[80],"managers,":[82],"ESCOs":[83],"or":[84],"urban":[85,102],"planners":[86],"an":[88],"accurate":[89],"forecast":[90],"about":[91],"required":[93],"energy.":[94],"service":[96],"will":[97],"be":[98],"available":[99],"platform":[103],"Vitoria":[105],"under":[106],"context":[108,157],"SmartEnCity":[111],"project":[112,125],"(GA":[113,126],"#":[114,127],"691883).":[115],"However,":[116],"training":[118,140],"has":[120],"been":[121,143],"captured":[122],"from":[123,148],"CITyFiED":[124],"609129),":[128],"which":[129],"energetically":[131],"speaking":[132],"similar.":[133],"The":[134],"city":[135],"elements":[136],"included":[137],"model":[141],"have":[142],"characterized":[144],"combined":[149],"static":[150],"dynamic":[152],"adapt":[155],"through":[158],"machine-learning":[159],"techniques.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
