{"id":"https://openalex.org/W7220225156","doi":null,"title":"Distributed Edge-AI Framework for Autonomous Renewable Energy Management in Smart Grids","display_name":"Distributed Edge-AI Framework for Autonomous Renewable Energy Management in Smart Grids","publication_year":2026,"publication_date":"2026-03-31","ids":{"openalex":"https://openalex.org/W7220225156"},"language":"en","primary_location":{"id":"pmh:oai:oai.secitsociety.org:article/330","doi":null,"is_oa":true,"landing_page_url":"https://secitsociety.org/index.php/NJRESI/article/view/330","pdf_url":"https://secitsociety.org/index.php/NJRESI/article/download/330/442","source":{"id":"https://openalex.org/S7407077911","display_name":"National Journal of Renewable Energy Systems and Innovation","issn_l":"3107-5193","issn":["3107-5193"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3107-5193","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://secitsociety.org/index.php/NJRESI/article/download/330/442","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5156913063","display_name":"T M Sathish Kumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"T M Sathish Kumar","raw_affiliation_strings":["Associate Professor Department of Electronics and Communication Engineering, K S R College of Engineering, Tiruchengode"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor Department of Electronics and Communication Engineering, K S R College of Engineering, Tiruchengode","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5156913063"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.7167999744415283,"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":0.7167999744415283,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.14059999585151672,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.11580000072717667,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/edge-intelligence","display_name":"edge AI","score":0.8820000290870667},{"id":"https://openalex.org/keywords/smart-grid-energy-management","display_name":"smart grid energy management","score":0.8510000109672546},{"id":"https://openalex.org/keywords/renewable-energy-integration","display_name":"renewable energy integration","score":0.7870000004768372},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.8980000019073486},{"id":"https://openalex.org/keywords/distributed-energy-management","display_name":"distributed energy management","score":0.6480000019073486},{"id":"https://openalex.org/keywords/load-balancing","display_name":"load balancing","score":0.9570000171661377},{"id":"https://openalex.org/keywords/transmission-loss-reduction","display_name":"transmission loss reduction","score":0.6840000152587891},{"id":"https://openalex.org/keywords/grid-stability","display_name":"grid stability","score":0.7110000252723694},{"id":"https://openalex.org/keywords/decentralized-control","display_name":"decentralized control","score":0.5659999847412109},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.5569999814033508},{"id":"https://openalex.org/keywords/wind-and-solar-generation","display_name":"wind and solar generation","score":0.5879999995231628}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7601000070571899},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6862999796867371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824999809265137},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.5766000151634216},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46779999136924744},{"id":"https://openalex.org/C2780388094","wikidata":"https://www.wikidata.org/wiki/Q1666248","display_name":"Intermittency","level":3,"score":0.46059998869895935},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4505000114440918},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4388999938964844},{"id":"https://openalex.org/C121119573","wikidata":"https://www.wikidata.org/wiki/Q7915732","display_name":"Intermittent energy source","level":4,"score":0.43810001015663147},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.3483999967575073},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.3465000092983246},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3382999897003174},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.33730000257492065},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.33550000190734863},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2985999882221222},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.29670000076293945},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.2840999960899353},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:oai.secitsociety.org:article/330","doi":null,"is_oa":true,"landing_page_url":"https://secitsociety.org/index.php/NJRESI/article/view/330","pdf_url":"https://secitsociety.org/index.php/NJRESI/article/download/330/442","source":{"id":"https://openalex.org/S7407077911","display_name":"National Journal of Renewable Energy Systems and Innovation","issn_l":"3107-5193","issn":["3107-5193"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3107-5193","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:oai.secitsociety.org:article/330","doi":null,"is_oa":true,"landing_page_url":"https://secitsociety.org/index.php/NJRESI/article/view/330","pdf_url":"https://secitsociety.org/index.php/NJRESI/article/download/330/442","source":{"id":"https://openalex.org/S7407077911","display_name":"National Journal of Renewable Energy Systems and Innovation","issn_l":"3107-5193","issn":["3107-5193"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3107-5193","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":1.0},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4399999976158142}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7220225156.pdf","grobid_xml":"https://content.openalex.org/works/W7220225156.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4310510255"],"related_works":["https://openalex.org/W7154462751","https://openalex.org/W4410295772","https://openalex.org/W7219630338","https://openalex.org/W7117879960","https://openalex.org/W4413978503","https://openalex.org/W7130710312","https://openalex.org/W7164159838","https://openalex.org/W7132929705","https://openalex.org/W4412784253","https://openalex.org/W4410947437"],"abstract_inverted_index":{"The":[0,69,101,123,179],"fast":[1],"incorporation":[2],"of":[3,23,40,121,152,181,199,205,212,227,230,239,257,264],"renewable":[4,91,127,207,231],"energy":[5,55,92,128,130,153,166,192,200,272],"into":[6],"the":[7,21,52,149,182,189,197,203,210,220,240,244,255,258,262,265],"modern":[8],"power":[9,214],"systems":[10],"like":[11,26],"solar":[12],"and":[13,35,65,114,138,170,176,209,236,268],"wind":[14],"has":[15],"posed":[16],"an":[17],"enormous":[18],"challenge":[19],"on":[20,118],"management":[22,56,193,273],"smart":[24,95,105,133,270],"grid":[25,36,140,271],"intermittency":[27],"in":[28,94,154,261],"energy,":[29,208,232],"as":[30,196],"well":[31],"as,":[32],"demand":[33,177],"variability,":[34],"stability":[37,238],"problems.":[38],"All":[39],"these":[41,75],"dynamic":[42],"conditions":[43],"can":[44,86,109,144],"be":[45,87,145,186],"particularly":[46],"difficult":[47],"to":[48,50,73,89,147,163],"respond":[49],"with":[51],"traditional":[53],"centralized":[54],"approaches,":[57],"which":[58,143,253],"have":[59,66],"significant":[60],"latency,":[61],"cannot":[62],"scale":[63],"effectively,":[64],"communication":[67],"overhead.":[68],"proposed":[70,103],"study":[71],"aims":[72],"overcome":[74],"issues":[76],"by":[77,188],"introducing":[78],"a":[79,139,155],"distributed":[80,150,221],"Edge-Artificial":[81],"Intelligence":[82],"(Edge-AI)":[83],"system":[84,124,223],"that":[85,108,219],"used":[88,146,162],"control":[90,141],"production":[93],"grids":[96],"through":[97],"reinforcement":[98],"learning":[99,159],"(RL).":[100],"framework":[102,184],"uses":[104],"edge":[106,135],"nodes":[107],"conduct":[110],"local":[111],"data":[112],"analysis":[113],"real-time":[115,250],"decision":[116,251],"making":[117,252],"optimal":[119],"allocation":[120],"energy.":[122],"architecture":[125],"incorporates":[126],"sources,":[129],"storage":[131,171],"systems,":[132],"metres,":[134],"computing":[136],"units,":[137],"interface,":[142],"coordinate":[148],"resources":[151],"decentralised":[156],"manner.":[157],"Reinforcement":[158],"model":[160],"is":[161],"optimise":[164],"dynamically":[165],"distribution,":[167],"load":[168],"balancing":[169],"utilisation":[172],"under":[173],"different":[174],"generation":[175],"conditions.":[178],"efficiency":[180,201],"suggested":[183],"will":[185],"measured":[187],"most":[190],"important":[191],"indicators":[194],"such":[195],"rate":[198,204,211],"improvement,":[202],"using":[206],"reducing":[213],"losses.":[215],"Experimental":[216],"findings":[217],"prove":[218],"Edge-AI":[222,259],"brings":[224],"multiple":[225],"benefits":[226],"higher":[228],"use":[229],"less":[233],"transmission":[234],"losses,":[235],"better":[237],"entire":[241],"grid.":[242],"Moreover,":[243],"reinforcement-reward":[245],"learning-controlled":[246],"mechanism":[247],"creates":[248],"adaptive":[249],"suggests":[254],"possibility":[256],"technologies":[260],"development":[263],"efficient,":[266],"resilient":[267],"autonomous":[269],"system.":[274]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-05T00:00:00"}