{"id":"https://openalex.org/W7126049518","doi":"https://doi.org/10.1016/j.rser.2026.116723","title":"Smart meter data intelligence for sustainable distribution network operations: State-of-the-Art applications and pathways toward net-zero","display_name":"Smart meter data intelligence for sustainable distribution network operations: State-of-the-Art applications and pathways toward net-zero","publication_year":2026,"publication_date":"2026-01-30","ids":{"openalex":"https://openalex.org/W7126049518","doi":"https://doi.org/10.1016/j.rser.2026.116723"},"language":"en","primary_location":{"id":"doi:10.1016/j.rser.2026.116723","doi":"https://doi.org/10.1016/j.rser.2026.116723","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2026.116723","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.rser.2026.116723","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025832436","display_name":"Nameer Al Khafaf","orcid":"https://orcid.org/0000-0002-4295-6946","observed_orcids":["https://orcid.org/0000-0002-4295-6946"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nameer Al Khafaf","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4295-6946","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124206427","display_name":"Hui Song","orcid":"https://orcid.org/0000-0002-9429-7997","observed_orcids":["https://orcid.org/0000-0002-9429-7997"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hui Song","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9429-7997","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015929812","display_name":"Ammar Mansoor Kamoona","orcid":"https://orcid.org/0000-0002-7441-9344","observed_orcids":["https://orcid.org/0000-0002-7441-9344"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ammar Kamoona","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7441-9344","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050621611","display_name":"Nasser R. Sabar","orcid":"https://orcid.org/0000-0002-0276-4704","observed_orcids":["https://orcid.org/0000-0002-0276-4704"]},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nasser Sabar","raw_affiliation_strings":["Department of Computer Science & Information Technology, School of Computing, Engineering and Mathematical Sciences, La Trobe University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Technology, School of Computing, Engineering and Mathematical Sciences, La Trobe University, Australia","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021175767","display_name":"Brendan Peter McGrath","orcid":"https://orcid.org/0000-0002-3378-6690","observed_orcids":["https://orcid.org/0000-0002-3378-6690"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brendan McGrath","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3378-6690","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070195520","display_name":"Xinghuo Yu","orcid":"https://orcid.org/0000-0001-8093-9787","observed_orcids":["https://orcid.org/0000-0001-8093-9787"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinghuo Yu","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030903468","display_name":"Mahdi Jalili","orcid":"https://orcid.org/0000-0002-0517-9420","observed_orcids":["https://orcid.org/0000-0002-0517-9420"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mahdi Jalili","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, STEM College, RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025832436"],"corresponding_institution_ids":[],"apc_list":{"value":5220,"currency":"USD","value_usd":5220},"apc_paid":{"value":5220,"currency":"USD","value_usd":5220},"fwci":25.4017,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9967562,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"231","issue":null,"first_page":"116723","last_page":"116723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9312000274658203,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9312000274658203,"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":0.037300001829862595,"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/T10603","display_name":"Smart Grid Energy Management","score":0.02070000022649765,"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/smart-meter-data","display_name":"smart meter data","score":0.8690000176429749},{"id":"https://openalex.org/keywords/distribution-network-operation","display_name":"distribution network operation","score":0.8019999861717224},{"id":"https://openalex.org/keywords/data-analytics","display_name":"data analytics","score":0.8379999995231628},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"demand forecasting","score":0.8989999890327454},{"id":"https://openalex.org/keywords/electricity-theft-detection","display_name":"electricity theft detection","score":1.0},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.9580000042915344},{"id":"https://openalex.org/keywords/topology-identification","display_name":"topology identification","score":0.8220000267028809},{"id":"https://openalex.org/keywords/electric-vehicle-integration","display_name":"electric vehicle integration","score":0.9729999899864197},{"id":"https://openalex.org/keywords/energy-storage-integration","display_name":"energy storage integration","score":0.8600000143051147},{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9940000176429749},{"id":"https://openalex.org/keywords/fog-computing","display_name":"fog computing","score":1.0},{"id":"https://openalex.org/keywords/power-grid-resilience","display_name":"grid resilience","score":0.7649999856948853},{"id":"https://openalex.org/keywords/decarbonization","display_name":"decarbonization","score":0.7850000262260437},{"id":"https://openalex.org/keywords/net-zero-emissions","display_name":"net-zero emissions","score":0.8190000057220459},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.7599999904632568},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.49000000953674316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5228000283241272},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.37599998712539673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.350600004196167},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.3368000090122223},{"id":"https://openalex.org/C93763578","wikidata":"https://www.wikidata.org/wiki/Q3503672","display_name":"Automatic meter reading","level":3,"score":0.3208000063896179},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.26570001244544983},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.rser.2026.116723","doi":"https://doi.org/10.1016/j.rser.2026.116723","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2026.116723","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.rser.2026.116723","doi":"https://doi.org/10.1016/j.rser.2026.116723","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.rser.2026.116723","pdf_url":null,"source":{"id":"https://openalex.org/S68497187","display_name":"Renewable and Sustainable Energy Reviews","issn_l":"1364-0321","issn":["1364-0321","1879-0690"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Renewable and Sustainable Energy Reviews","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.9090999960899353,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.821399986743927,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4216318126","display_name":"Department of Climate Change, Energy, the Environment and Water","ror":"https://ror.org/01db6n192"},{"id":"https://openalex.org/F4320322858","display_name":"State Government of Victoria","ror":"https://ror.org/02xvc5r05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":164,"referenced_works":["https://openalex.org/W1974712709","https://openalex.org/W1993328790","https://openalex.org/W1997729648","https://openalex.org/W2001555889","https://openalex.org/W2010472418","https://openalex.org/W2023124966","https://openalex.org/W2028788479","https://openalex.org/W2055134499","https://openalex.org/W2101013823","https://openalex.org/W2151729265","https://openalex.org/W2175606741","https://openalex.org/W2183790144","https://openalex.org/W2212529815","https://openalex.org/W2295959395","https://openalex.org/W2312446965","https://openalex.org/W2342107842","https://openalex.org/W2346635495","https://openalex.org/W2463827344","https://openalex.org/W2526225284","https://openalex.org/W2583497101","https://openalex.org/W2590781076","https://openalex.org/W2609968973","https://openalex.org/W2615509641","https://openalex.org/W2621263100","https://openalex.org/W2697146589","https://openalex.org/W2734994405","https://openalex.org/W2735539676","https://openalex.org/W2740840550","https://openalex.org/W2747366356","https://openalex.org/W2749662163","https://openalex.org/W2750105184","https://openalex.org/W2754034320","https://openalex.org/W2762503529","https://openalex.org/W2771736514","https://openalex.org/W2776741657","https://openalex.org/W2776990447","https://openalex.org/W2786918196","https://openalex.org/W2793153958","https://openalex.org/W2795835914","https://openalex.org/W2797716708","https://openalex.org/W2798532183","https://openalex.org/W2808784114","https://openalex.org/W2883505546","https://openalex.org/W2892006807","https://openalex.org/W2894817759","https://openalex.org/W2896986080","https://openalex.org/W2897037852","https://openalex.org/W2907922133","https://openalex.org/W2910597635","https://openalex.org/W2910992412","https://openalex.org/W2911828281","https://openalex.org/W2912076068","https://openalex.org/W2912843585","https://openalex.org/W2913259953","https://openalex.org/W2914242653","https://openalex.org/W2921261293","https://openalex.org/W2922515190","https://openalex.org/W2928663147","https://openalex.org/W2945457067","https://openalex.org/W2945726195","https://openalex.org/W2947273669","https://openalex.org/W2948546254","https://openalex.org/W2950426646","https://openalex.org/W2950436609","https://openalex.org/W2951278942","https://openalex.org/W2953049129","https://openalex.org/W2954192867","https://openalex.org/W2954636015","https://openalex.org/W2954896683","https://openalex.org/W2958114818","https://openalex.org/W2963741028","https://openalex.org/W2969592804","https://openalex.org/W2972361468","https://openalex.org/W2973037684","https://openalex.org/W2973548560","https://openalex.org/W2973744232","https://openalex.org/W2974046511","https://openalex.org/W2979430336","https://openalex.org/W2979990517","https://openalex.org/W2981135734","https://openalex.org/W2982557718","https://openalex.org/W2983460976","https://openalex.org/W2984599810","https://openalex.org/W2989127100","https://openalex.org/W2991430510","https://openalex.org/W2997116410","https://openalex.org/W2998944925","https://openalex.org/W2999553301","https://openalex.org/W2999719583","https://openalex.org/W3000569831","https://openalex.org/W3004253936","https://openalex.org/W3005548505","https://openalex.org/W3012070091","https://openalex.org/W3014117587","https://openalex.org/W3014213528","https://openalex.org/W3020772804","https://openalex.org/W3021187890","https://openalex.org/W3024313209","https://openalex.org/W3029357900","https://openalex.org/W3033608027","https://openalex.org/W3033866882","https://openalex.org/W3036072280","https://openalex.org/W3042304889","https://openalex.org/W3043685378","https://openalex.org/W3046335882","https://openalex.org/W3103064492","https://openalex.org/W3110101230","https://openalex.org/W3116917147","https://openalex.org/W3167165208","https://openalex.org/W3201079611","https://openalex.org/W3201747364","https://openalex.org/W3203261034","https://openalex.org/W3210175335","https://openalex.org/W4205349008","https://openalex.org/W4210962596","https://openalex.org/W4285260612","https://openalex.org/W4285298457","https://openalex.org/W4293431027","https://openalex.org/W4296198142","https://openalex.org/W4310074526","https://openalex.org/W4313019066","https://openalex.org/W4313479946","https://openalex.org/W4319228309","https://openalex.org/W4319993439","https://openalex.org/W4321769695","https://openalex.org/W4323840617","https://openalex.org/W4324143045","https://openalex.org/W4366310817","https://openalex.org/W4378072183","https://openalex.org/W4379380446","https://openalex.org/W4385873476","https://openalex.org/W4385975291","https://openalex.org/W4386041454","https://openalex.org/W4386482471","https://openalex.org/W4386590758","https://openalex.org/W4386946669","https://openalex.org/W4386973880","https://openalex.org/W4387121228","https://openalex.org/W4387445795","https://openalex.org/W4390231215","https://openalex.org/W4390291935","https://openalex.org/W4390650143","https://openalex.org/W4390898337","https://openalex.org/W4390906180","https://openalex.org/W4391672429","https://openalex.org/W4391850788","https://openalex.org/W4394971076","https://openalex.org/W4399206902","https://openalex.org/W4399708560","https://openalex.org/W4399709993","https://openalex.org/W4399831778","https://openalex.org/W4400588218","https://openalex.org/W4401107662","https://openalex.org/W4402294455","https://openalex.org/W4403320454","https://openalex.org/W4403963503","https://openalex.org/W4404584993","https://openalex.org/W4407028493","https://openalex.org/W4408125695","https://openalex.org/W4410002359","https://openalex.org/W4410493901","https://openalex.org/W4413928629","https://openalex.org/W4415207647","https://openalex.org/W4415620406"],"related_works":["https://openalex.org/W4389191991","https://openalex.org/W2566916340","https://openalex.org/W7171321005","https://openalex.org/W4385694931","https://openalex.org/W2540869100","https://openalex.org/W4404915187","https://openalex.org/W4407367188","https://openalex.org/W4297904520","https://openalex.org/W2741253199","https://openalex.org/W4414031741"],"abstract_inverted_index":{"The":[0,159],"transition":[1],"toward":[2],"smarter,":[3],"more":[4],"sustainable":[5],"power":[6],"systems":[7],"has":[8],"positioned":[9],"data":[10,39,57,108,141,166],"analytics":[11,58],"at":[12],"the":[13,113,116,150,162,177],"core":[14],"of":[15,53,56,81,119,165,175,180],"modern":[16],"electricity":[17,70],"distribution":[18,31,60,172],"network":[19,32,125],"operations.":[20],"Enabled":[21],"by":[22],"widespread":[23],"smart":[24,106],"meter":[25,107],"deployment":[26],"and":[27,45,79,84,97,124,134,144,156],"advanced":[28,91],"sensing":[29],"technologies,":[30],"operators":[33],"now":[34],"have":[35],"access":[36],"to":[37,103,140],"high-resolution":[38],"that":[40],"supports":[41],"real-time":[42],"monitoring,":[43],"forecasting,":[44,69],"control.":[46],"This":[47],"paper":[48,114],"presents":[49],"a":[50,181],"comprehensive":[51],"review":[52],"state-of-the-art":[54],"applications":[55],"in":[59,127,168],"networks,":[61],"focusing":[62],"on":[63],"operational":[64],"areas":[65],"such":[66],"as":[67],"demand":[68],"theft":[71],"detection,":[72,76],"outage":[73],"identification,":[74,78],"anomaly":[75],"topology":[77],"integration":[80],"electric":[82],"vehicles":[83],"energy":[85,184],"storage":[86],"systems.":[87],"It":[88],"highlights":[89],"how":[90],"techniques,":[92],"including":[93],"machine":[94],"learning,":[95,99],"clustering,":[96],"deep":[98],"are":[100,146],"being":[101],"applied":[102],"transform":[104],"raw":[105],"into":[109],"actionable":[110],"intelligence.":[111],"Additionally,":[112],"discusses":[115],"enabling":[117],"role":[118,164],"digital":[120],"twins,":[121],"fog":[122],"computing,":[123],"intelligence":[126,167],"managing":[128],"grid":[129],"complexity,":[130],"improving":[131],"system":[132],"resilience,":[133],"supporting":[135,176],"decarbonisation":[136],"goals.":[137],"Challenges":[138],"related":[139],"quality,":[142],"scalability,":[143],"interpretability":[145],"also":[147],"explored,":[148],"emphasizing":[149],"need":[151],"for":[152],"coordinated":[153],"technical,":[154],"regulatory,":[155],"institutional":[157],"responses.":[158],"findings":[160],"underline":[161],"critical":[163],"building":[169],"adaptive,":[170],"data-driven":[171],"networks":[173],"capable":[174],"evolving":[178],"demands":[179],"low-carbon,":[182],"decentralized":[183],"future.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":19}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-01-30T00:00:00"}
