{"id":"https://openalex.org/W4406458792","doi":"https://doi.org/10.1109/bigdata62323.2024.10825548","title":"Optimization-Based Grid Energy Management System with BESS and EV Charging Load for Peak Shaving","display_name":"Optimization-Based Grid Energy Management System with BESS and EV Charging Load for Peak Shaving","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406458792","doi":"https://doi.org/10.1109/bigdata62323.2024.10825548"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5101693252","display_name":"Shreyas Kulkarni","orcid":"https://orcid.org/0000-0003-1009-8470"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shreyas Kulkarni","raw_affiliation_strings":["Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094188833","display_name":"Sheetal Kumar K R","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheetal Kumar K R","raw_affiliation_strings":["Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094189138","display_name":"Akhash Vellandurai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akhash Vellandurai","raw_affiliation_strings":["Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101176506","display_name":"Vinoth Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vinoth Kumar","raw_affiliation_strings":["Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"Hitachi India Pvt Ltd,R&#x0026;D Centre,Bangalore,Karnataka,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101693252"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24150107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5176","last_page":"5183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9973000288009644,"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"}},{"id":"https://openalex.org/T13183","display_name":"Islanding Detection in Power Systems","score":0.988099992275238,"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/peaking-power-plant","display_name":"Peaking power plant","score":0.6665465831756592},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5642699003219604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5384229421615601},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5136753916740417},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.484023779630661},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.438609778881073},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4327372610569},{"id":"https://openalex.org/keywords/peak-load","display_name":"Peak load","score":0.4190694987773895},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3350805342197418},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2656491994857788},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.20041504502296448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19843950867652893},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.16844448447227478},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10118111968040466},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09968957304954529}],"concepts":[{"id":"https://openalex.org/C154594046","wikidata":"https://www.wikidata.org/wiki/Q18979989","display_name":"Peaking power plant","level":4,"score":0.6665465831756592},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5642699003219604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5384229421615601},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5136753916740417},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.484023779630661},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.438609778881073},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4327372610569},{"id":"https://openalex.org/C2986689482","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Peak load","level":2,"score":0.4190694987773895},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3350805342197418},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2656491994857788},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.20041504502296448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19843950867652893},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.16844448447227478},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10118111968040466},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09968957304954529},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2035837781","https://openalex.org/W2104154806","https://openalex.org/W2154122755","https://openalex.org/W2498508377","https://openalex.org/W2744106784","https://openalex.org/W2767535599","https://openalex.org/W2795866095","https://openalex.org/W2893370605","https://openalex.org/W2990138404","https://openalex.org/W3008489239","https://openalex.org/W3107779832","https://openalex.org/W3199040194","https://openalex.org/W4379276060","https://openalex.org/W4382203079","https://openalex.org/W4385470763","https://openalex.org/W4385555935","https://openalex.org/W4385763767","https://openalex.org/W4386580484","https://openalex.org/W4393254326"],"related_works":["https://openalex.org/W1972742266","https://openalex.org/W2100839818","https://openalex.org/W1583194654","https://openalex.org/W2185389245","https://openalex.org/W2364392626","https://openalex.org/W1964245459","https://openalex.org/W3011915179","https://openalex.org/W1986909959","https://openalex.org/W1971873197","https://openalex.org/W3016666545"],"abstract_inverted_index":{"Increasing":[0],"electricity":[1,12],"demands":[2],"with":[3,15],"limited":[4],"existing":[5],"utility":[6],"grid":[7,163,179,215],"infrastructure":[8],"has":[9],"led":[10],"to":[11,45,59,140,154,183,196],"consumers":[13],"dealing":[14],"operational":[16],"constraints":[17],"such":[18,37,54,83],"as":[19,38,55,84,105],"contractual":[20,62,159,189,208],"energy":[21,36,63,66,160,164,180,190,209,216],"violation":[22,64,191],"penalty":[23],"and":[24,25,65,86,150,162,185,211],"time":[26],"of":[27,30,34,51,72,79,115,132,175,204],"day":[28,80,107],"pricing":[29],"electricity.":[31],"Therefore,":[32],"integration":[33],"renewable":[35],"solar":[39,87],"power":[40],"generation":[41,88],"is":[42],"popular":[43],"choice":[44],"fulfil":[46],"additional":[47],"demands.":[48],"The":[49,167],"Integration":[50],"storage":[52],"elements":[53],"battery":[56,73],"gives":[57],"scope":[58],"optimize":[60],"for":[61,214],"purchase":[67,165,217],"cost":[68,218],"by":[69,119],"\u2019day-ahead\u2019":[70],"planning":[71],"charging":[74,99,117],"schedules.":[75],"However,":[76],"the":[77,97,199],"uncertainty":[78],"ahead":[81,108],"variables":[82],"load/demand":[85],"pose":[89],"problems":[90],"in":[91,173,178,188,207],"reasonable":[92],"optimization.":[93],"In":[94],"this":[95],"paper,":[96],"EV":[98,116],"loads(for":[100],"C&I":[101],"consumers)":[102],"are":[103],"considered":[104],"uncertain":[106],"variable.":[109],"At":[110],"first,":[111],"a":[112],"day-ahead":[113],"forecasting":[114],"loads":[118],"training":[120],"iTransformer":[121],"based":[122],"model":[123],"was":[124],"performed":[125],"which":[126],"offers":[127],"Mean":[128],"Absolute":[129],"Error":[130],"(MAE)":[131],"2.93%.":[133],"Further":[134],"these":[135],"load":[136],"forecasts":[137],"were":[138],"fed":[139],"three":[141],"optimization":[142],"algorithms-":[143],"Linear":[144],"Programming":[145],"(LP),":[146],"Stochastic":[147],"Optimization":[148,152],"(SO),":[149],"Robust":[151],"(RO)":[153],"establish":[155],"trade":[156],"off":[157],"between":[158],"violations":[161,210],"cost.":[166],"SO":[168],"shows":[169,201],"good":[170],"trade-off":[171],"performance":[172,203,213],"terms":[174],"3-5%":[176],"reduction":[177,187,206],"costs":[181],"compared":[182,195],"LP":[184],"20-70%":[186],"(i.e.":[192],"peak":[193],"shaving)":[194],"LP.":[197],"Also,":[198],"RO":[200],"best":[202],"90%":[205],"poorest":[212],"minimization.":[219]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
