{"id":"https://openalex.org/W1989966381","doi":"https://doi.org/10.1109/ijcnn.2014.6889603","title":"Computational Intelligence in Smart water and gas grids: An up-to-date overview","display_name":"Computational Intelligence in Smart water and gas grids: An up-to-date overview","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1989966381","doi":"https://doi.org/10.1109/ijcnn.2014.6889603","mag":"1989966381"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2014.6889603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","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/A5082482423","display_name":"Marco Fagiani","orcid":"https://orcid.org/0000-0002-0414-8040"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Fagiani","raw_affiliation_strings":["Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034253968","display_name":"Stefano Squartini","orcid":"https://orcid.org/0000-0001-9374-0128"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Squartini","raw_affiliation_strings":["Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061023296","display_name":"Leonardo Gabrielli","orcid":"https://orcid.org/0000-0002-3812-0900"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Gabrielli","raw_affiliation_strings":["Universita Politecnica delle Marche, Ancona, Marche, IT","Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universita Politecnica delle Marche, Ancona, Marche, IT","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079463065","display_name":"Mirco Pizzichini","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirco Pizzichini","raw_affiliation_strings":["Universita Politecnica delle Marche, Ancona, Marche, IT","Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universita Politecnica delle Marche, Ancona, Marche, IT","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060478515","display_name":"Susanna Spinsante","orcid":"https://orcid.org/0000-0002-7323-4030"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Susanna Spinsante","raw_affiliation_strings":["Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Univ. Politec. delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082482423"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":1.884,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86996256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"921","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9991000294685364,"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":0.9991000294685364,"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/T11220","display_name":"Water Systems and Optimization","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.7161637544631958},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6135284900665283},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5555687546730042},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5383554100990295},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5356876850128174},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5046983957290649},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42949995398521423},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.42410707473754883},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.42372745275497437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21116110682487488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16190588474273682},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08939564228057861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161637544631958},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6135284900665283},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5555687546730042},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5383554100990295},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5356876850128174},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5046983957290649},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42949995398521423},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.42410707473754883},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.42372745275497437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21116110682487488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16190588474273682},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08939564228057861},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2014.6889603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.univpm.it:11566/153908","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/6889603/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.699999988079071,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W129786445","https://openalex.org/W1043275399","https://openalex.org/W1552741051","https://openalex.org/W1566399673","https://openalex.org/W1573373326","https://openalex.org/W1709020084","https://openalex.org/W1970533645","https://openalex.org/W1975404935","https://openalex.org/W1989620879","https://openalex.org/W1993260141","https://openalex.org/W2009276169","https://openalex.org/W2010865721","https://openalex.org/W2012542817","https://openalex.org/W2023524830","https://openalex.org/W2027625621","https://openalex.org/W2037677818","https://openalex.org/W2057446395","https://openalex.org/W2083336094","https://openalex.org/W2086052667","https://openalex.org/W2114729375","https://openalex.org/W2119404840","https://openalex.org/W2129436905","https://openalex.org/W2130089609","https://openalex.org/W2150715569","https://openalex.org/W2158680700","https://openalex.org/W2279704847","https://openalex.org/W4234446068","https://openalex.org/W6633146865","https://openalex.org/W6642845396","https://openalex.org/W6695328995"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2751256511","https://openalex.org/W2402761219","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W1597785538","https://openalex.org/W2810752900","https://openalex.org/W2382521298"],"abstract_inverted_index":{"Computational":[0],"Intelligence":[1],"plays":[2],"a":[3,14,109],"relevant":[4],"role":[5],"in":[6,17,100],"several":[7],"Smart":[8],"Grid":[9],"applications,":[10,94],"and":[11,54,63,91,103,119,141],"there":[12],"is":[13,57,68,87],"florid":[15],"literature":[16,102],"this":[18,66,130],"regard.":[19],"However,":[20],"most":[21,98],"of":[22,46,112,135],"the":[23,29,44,58,61,73,85,97,101,105,116,124,146],"efforts":[24],"have":[25,37],"been":[26,139],"oriented":[27,70],"to":[28,49,71,81,145],"electrical":[30],"energy":[31],"field,":[32],"for":[33,51,60,76,122],"which":[34],"many":[35],"contributions":[36],"appeared":[38],"so":[39],"far,":[40],"also":[41],"facilitated":[42],"by":[43],"availability":[45],"suitable":[47],"databases":[48,137],"use":[50],"system":[52],"training":[53],"testing.":[55],"Different":[56],"case":[59],"water":[62],"gas":[64],"scenarios:":[65],"work":[67],"thus":[69,142],"present":[72,104],"state-of-the-art":[74],"techniques":[75],"these":[77],"grids,":[78],"from":[79,108],"2009":[80],"date.":[82],"In":[83],"particular,":[84],"focus":[86],"on":[88],"load":[89],"forecasting":[90],"leakage":[92],"detection":[93],"that":[95],"are":[96,127],"addressed":[99],"biggest":[106],"interest":[107],"commercial":[110],"point":[111],"view":[113],"as":[114],"well:":[115],"main":[117],"characteristics":[118],"registered":[120],"performance":[121],"all":[123],"reviewed":[125],"approaches":[126],"reported.":[128],"Along":[129],"direction,":[131],"an":[132],"extensive":[133],"search":[134],"used":[136],"has":[138],"performed":[140],"made":[143],"available":[144],"research":[147],"community.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
