{"id":"https://openalex.org/W4389777373","doi":"https://doi.org/10.1109/iisa59645.2023.10345843","title":"Application of Big Data Analytics in the Electrical Sector: A Real Case Study","display_name":"Application of Big Data Analytics in the Electrical Sector: A Real Case Study","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4389777373","doi":"https://doi.org/10.1109/iisa59645.2023.10345843"},"language":"en","primary_location":{"id":"doi:10.1109/iisa59645.2023.10345843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa59645.2023.10345843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information, Intelligence, Systems & Applications (IISA)","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/A5064503170","display_name":"Marco Antonio Bucarelli","orcid":"https://orcid.org/0000-0002-6555-8254"},"institutions":[{"id":"https://openalex.org/I4210153973","display_name":"ASM Terni (Italy)","ror":"https://ror.org/04exf1753","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210153973"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Antonio Bucarelli","raw_affiliation_strings":["ASM Terni S.p.A.,Terni,Italy","ASM Terni S.p.A., Terni, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASM Terni S.p.A.,Terni,Italy","institution_ids":[]},{"raw_affiliation_string":"ASM Terni S.p.A., Terni, Italy","institution_ids":["https://openalex.org/I4210153973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081181603","display_name":"Francesca Santori","orcid":"https://orcid.org/0000-0001-6726-0497"},"institutions":[{"id":"https://openalex.org/I4210153973","display_name":"ASM Terni (Italy)","ror":"https://ror.org/04exf1753","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210153973"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Santori","raw_affiliation_strings":["ASM Terni S.p.A.,Terni,Italy","ASM Terni S.p.A., Terni, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASM Terni S.p.A.,Terni,Italy","institution_ids":[]},{"raw_affiliation_string":"ASM Terni S.p.A., Terni, Italy","institution_ids":["https://openalex.org/I4210153973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059115129","display_name":"Elissaios Sarmas","orcid":"https://orcid.org/0000-0002-1330-6872"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elissaios Sarmas","raw_affiliation_strings":["School of Electrical & Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015404927","display_name":"Salvatore Cipolla","orcid":"https://orcid.org/0000-0001-8995-9020"},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I4210139705","display_name":"Ingegneria dei Sistemi (Italy)","ror":"https://ror.org/03spsm219","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210139705"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Cipolla","raw_affiliation_strings":["Engineering Ingegneria Informatica,Rome,Italy","Engineering Ingegneria Informatica, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica,Rome,Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672","https://openalex.org/I4210101866"]},{"raw_affiliation_string":"Engineering Ingegneria Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008411897","display_name":"Vangelis Marinakis","orcid":"https://orcid.org/0000-0001-5488-4006"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vangelis Marinakis","raw_affiliation_strings":["School of Electrical & Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical & Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019761298","display_name":"Andrea Natalini","orcid":"https://orcid.org/0000-0002-1807-3975"},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I4210139705","display_name":"Ingegneria dei Sistemi (Italy)","ror":"https://ror.org/03spsm219","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210139705"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Natalini","raw_affiliation_strings":["Engineering Ingegneria Informatica,Rome,Italy","Engineering Ingegneria Informatica, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica,Rome,Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672","https://openalex.org/I4210101866"]},{"raw_affiliation_string":"Engineering Ingegneria Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052957740","display_name":"Marzia Mammina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]},{"id":"https://openalex.org/I4210139705","display_name":"Ingegneria dei Sistemi (Italy)","ror":"https://ror.org/03spsm219","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210139705"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marzia Mammina","raw_affiliation_strings":["Engineering Ingegneria Informatica,Rome,Italy","Engineering Ingegneria Informatica, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica,Rome,Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672","https://openalex.org/I4210101866"]},{"raw_affiliation_string":"Engineering Ingegneria Informatica, Rome, Italy","institution_ids":["https://openalex.org/I4210139705","https://openalex.org/I4210127672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4909,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65002478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.996999979019165,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.996999979019165,"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9965999722480774,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9937999844551086,"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/big-data","display_name":"Big data","score":0.6212575435638428},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6144631505012512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875146985054016},{"id":"https://openalex.org/keywords/electric-potential-energy","display_name":"Electric potential energy","score":0.5146337747573853},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.48590555787086487},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4771841764450073},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44898492097854614},{"id":"https://openalex.org/keywords/energy-sector","display_name":"Energy sector","score":0.4340660572052002},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.41230183839797974},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33609503507614136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26482340693473816},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1849445402622223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17514193058013916},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.16464310884475708}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6212575435638428},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6144631505012512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875146985054016},{"id":"https://openalex.org/C98576551","wikidata":"https://www.wikidata.org/wiki/Q841798","display_name":"Electric potential energy","level":3,"score":0.5146337747573853},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.48590555787086487},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4771841764450073},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44898492097854614},{"id":"https://openalex.org/C2985347565","wikidata":"https://www.wikidata.org/wiki/Q2151621","display_name":"Energy sector","level":2,"score":0.4340660572052002},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.41230183839797974},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33609503507614136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26482340693473816},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1849445402622223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17514193058013916},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.16464310884475708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"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/iisa59645.2023.10345843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa59645.2023.10345843","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information, Intelligence, Systems & Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2285739950","https://openalex.org/W2576210365","https://openalex.org/W2747599906","https://openalex.org/W2888866153","https://openalex.org/W2901223882","https://openalex.org/W3049016583","https://openalex.org/W3134093932","https://openalex.org/W4206371929","https://openalex.org/W4206699374","https://openalex.org/W4210398141","https://openalex.org/W4210885148","https://openalex.org/W4220701529","https://openalex.org/W4225380154","https://openalex.org/W4283022999","https://openalex.org/W4286615850","https://openalex.org/W4293318869","https://openalex.org/W4296202040","https://openalex.org/W4310378748","https://openalex.org/W4322502624","https://openalex.org/W4376269868","https://openalex.org/W6742924651"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413","https://openalex.org/W2462007151"],"abstract_inverted_index":{"The":[0,17,56,86],"spread":[1],"of":[2,47,63,67,71],"Artificial":[3],"Intelligence":[4],"tools":[5,28],"applied":[6],"to":[7,99],"Big":[8],"Data":[9],"will":[10],"revolutionise":[11],"many":[12],"production":[13],"and":[14,31,79,93],"management":[15,66],"processes.":[16],"electrical":[18,80],"sector":[19],"is":[20],"approaching":[21],"this":[22,35],"phase":[23],"by":[24],"leveraging":[25],"these":[26],"powerful":[27],"in":[29,42,51],"more":[30,32],"applications.":[33],"In":[34],"paper,":[36],"the":[37,43,52,61,65],"authors":[38],"show":[39],"two":[40],"applications":[41],"real":[44],"case":[45],"study":[46],"ASM":[48],"Terni":[49],"developed":[50],"BD4NRG":[53],"European":[54],"Project.":[55],"first":[57],"analytics":[58,88],"shown":[59],"addresses":[60],"problem":[62],"optimising":[64],"energy":[68,73],"districts":[69],"consisting":[70],"renewable":[72],"sources,":[74],"buildings,":[75],"electric":[76],"vehicle":[77],"fleets":[78],"storage":[81],"systems":[82],"using":[83,103],"MILP":[84],"tools.":[85],"second":[87],"uses":[89],"electrical,":[90],"acoustic,":[91],"thermal":[92],"humidity":[94],"data":[95],"from":[96],"secondary":[97],"substations":[98],"determine":[100],"transformer":[101],"ageing":[102],"a":[104],"stacking":[105],"regressor.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}