{"id":"https://openalex.org/W2808364943","doi":"https://doi.org/10.1109/isgt-asia.2017.8378381","title":"Correcting forecast of utility's demand with increasing solar PV penetration","display_name":"Correcting forecast of utility's demand with increasing solar PV penetration","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2808364943","doi":"https://doi.org/10.1109/isgt-asia.2017.8378381","mag":"2808364943"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-asia.2017.8378381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-asia.2017.8378381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia)","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/A5102779673","display_name":"Vishnu P. Menon","orcid":"https://orcid.org/0009-0009-2242-6532"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishnu P. Menon","raw_affiliation_strings":["TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054372842","display_name":"Smita Lokhande","orcid":"https://orcid.org/0009-0003-3305-5980"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Smita Lokhande","raw_affiliation_strings":["TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083329267","display_name":"Yogesh Bichpuriya","orcid":"https://orcid.org/0000-0003-4427-5084"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogesh Kumar Bichpuriya","raw_affiliation_strings":["TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research and Innovation Labs, Tata Consultancy Services (TCS) Ltd. Pune, pune, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.2816,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61804391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"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":1.0,"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":1.0,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9950000047683716,"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/kernel-density-estimation","display_name":"Kernel density estimation","score":0.6191009283065796},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.6039220094680786},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5903348326683044},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.5482285022735596},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5115590691566467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5084061026573181},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.2876429557800293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20558342337608337},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.1797635853290558},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.155439555644989},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14907994866371155}],"concepts":[{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.6191009283065796},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.6039220094680786},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5903348326683044},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.5482285022735596},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5115590691566467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5084061026573181},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.2876429557800293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20558342337608337},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.1797635853290558},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.155439555644989},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14907994866371155},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-asia.2017.8378381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-asia.2017.8378381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1513618424","https://openalex.org/W1988869767","https://openalex.org/W2013120098","https://openalex.org/W2022724107","https://openalex.org/W2033980287","https://openalex.org/W2050379260","https://openalex.org/W2129905273","https://openalex.org/W2166481425","https://openalex.org/W2275088575","https://openalex.org/W2512474546","https://openalex.org/W2557299840","https://openalex.org/W2752558761","https://openalex.org/W4233014035","https://openalex.org/W4233091538","https://openalex.org/W4255375128"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2057543190","https://openalex.org/W2612874294"],"abstract_inverted_index":{"Penetration":[0],"of":[1,27,48,105,122],"Distributed":[2],"Energy":[3],"Resources":[4],"(DERs)":[5],"has":[6,129],"been":[7,130],"increasing":[8,52],"in":[9,19,79],"the":[10,29,37,46,77,80,102,117],"distribution":[11,17,104],"system.":[12],"Demand":[13],"forecasting":[14,67],"helps":[15],"a":[16,42,133],"utility":[18,134],"planning":[20],"and":[21,72],"operational":[22],"decision":[23],"making.":[24],"In":[25],"presence":[26],"DERs,":[28],"demand":[30,50,71,92],"forecast":[31,47,70,93],"should":[32],"be":[33,96],"corrected":[34,91,124],"to":[35,69,115],"accommodate":[36],"distributed":[38],"generation.":[39],"We":[40,59,108],"propose":[41],"model":[43,68,128],"for":[44],"correcting":[45],"utility's":[49],"with":[51,132],"solar":[53,73,123],"PV":[54],"penetration":[55],"at":[56],"bulk":[57],"level.":[58],"have":[60,109],"used":[61,110],"Artificial":[62],"Neural":[63],"Network":[64],"(ANN)":[65],"based":[66],"power.":[74],"To":[75],"consider":[76],"uncertainty":[78],"exogenous":[81],"variables":[82],"i.e.,":[83],"weather,":[84],"we":[85],"take":[86],"their":[87],"probability":[88,103],"distribution.":[89],"Solar":[90],"then":[94],"will":[95],"estimated":[97],"using":[98],"multiple":[99],"instances":[100],"from":[101],"weather":[106],"variables.":[107],"Kernel":[111],"Density":[112,119],"Estimation":[113],"(KDE)":[114],"estimate":[116],"Probability":[118],"Forecast":[120],"(PDF)":[121],"demand.":[125],"The":[126],"proposed":[127],"demonstrated":[131],"data":[135],"set.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}