{"id":"https://openalex.org/W7204884031","doi":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","title":"Data Analytics\u2013Based Prediction of Solar Photovoltaic Power Generation and System Performance","display_name":"Data Analytics\u2013Based Prediction of Solar Photovoltaic Power Generation and System Performance","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7204884031","doi":"https://doi.org/10.1109/ne-iecce69680.2026.11666252"},"language":"en","primary_location":{"id":"doi:10.1109/ne-iecce69680.2026.11666252","doi":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","pdf_url":null,"source":{"id":"https://openalex.org/S7407096850","display_name":"IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138072689","display_name":"Rohan Kulkarni","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260121","display_name":"DES Pune University","ror":"https://ror.org/039pa0a74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260121"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohan Kulkarni","raw_affiliation_strings":["DES Pune University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DES Pune University","institution_ids":["https://openalex.org/I4405260121","https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048243084","display_name":"Wasudeo P. Rahane","orcid":"https://orcid.org/0009-0006-3771-2679","observed_orcids":["https://orcid.org/0009-0006-3771-2679"]},"institutions":[{"id":"https://openalex.org/I4405260121","display_name":"DES Pune University","ror":"https://ror.org/039pa0a74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260121"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Wasudeo Rahane","raw_affiliation_strings":["DES Pune University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DES Pune University","institution_ids":["https://openalex.org/I4405260121","https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058414623","display_name":"Hrishikesh Bhanudas Vanjari","orcid":"https://orcid.org/0000-0003-0357-7027","observed_orcids":["https://orcid.org/0000-0003-0357-7027"]},"institutions":[{"id":"https://openalex.org/I4405260121","display_name":"DES Pune University","ror":"https://ror.org/039pa0a74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260121"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hrishikesh Vanjari","raw_affiliation_strings":["DES Pune University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DES Pune University","institution_ids":["https://openalex.org/I4405260121","https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038818094","display_name":"Vaishali H. Kamble","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260121","display_name":"DES Pune University","ror":"https://ror.org/039pa0a74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260121"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaishali Kamble","raw_affiliation_strings":["DES Pune University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DES Pune University","institution_ids":["https://openalex.org/I4405260121","https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058069073","display_name":"Vaibhav K. Khatavkar","orcid":"https://orcid.org/0000-0002-4875-160X","observed_orcids":["https://orcid.org/0000-0002-4875-160X"]},"institutions":[{"id":"https://openalex.org/I4405260121","display_name":"DES Pune University","ror":"https://ror.org/039pa0a74","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405260121"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaibhav Khatavkar","raw_affiliation_strings":["DES Pune University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DES Pune University","institution_ids":["https://openalex.org/I4405260121","https://openalex.org/I878213199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148855620","display_name":"Sunil Kumar Gaddam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sunil Kumar Gaddam","raw_affiliation_strings":["MITCORER"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MITCORER","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":9.999999747378752e-05,"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/solar-photovoltaic-power-forecasting","display_name":"solar photovoltaic power forecasting","score":0.921999990940094},{"id":"https://openalex.org/keywords/grid-connected-photovoltaic-systems","display_name":"grid-connected photovoltaic systems","score":0.7229999899864197},{"id":"https://openalex.org/keywords/meteorological-variables","display_name":"meteorological parameters","score":0.7450000047683716},{"id":"https://openalex.org/keywords/module-temperature","display_name":"module temperature","score":0.8320000171661377},{"id":"https://openalex.org/keywords/plane-of-array-irradiance","display_name":"plane-of-array irradiance","score":0.7570000290870667},{"id":"https://openalex.org/keywords/battery-bank-sizing","display_name":"battery bank sizing","score":0.6209999918937683},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.6179999709129333},{"id":"https://openalex.org/keywords/real-time-monitoring","display_name":"real-time monitoring","score":0.6570000052452087},{"id":"https://openalex.org/keywords/mediterranean-climate","display_name":"Mediterranean climate","score":0.7110000252723694}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6197999715805054},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.42250001430511475},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3619000017642975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3212999999523163},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.29789999127388},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2786000072956085},{"id":"https://openalex.org/C119338728","wikidata":"https://www.wikidata.org/wiki/Q938237","display_name":"Solar tracker","level":3,"score":0.27799999713897705},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C175706755","wikidata":"https://www.wikidata.org/wiki/Q7366157","display_name":"Rooftop photovoltaic power station","level":5,"score":0.2669000029563904},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.25459998846054077},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ne-iecce69680.2026.11666252","doi":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","pdf_url":null,"source":{"id":"https://openalex.org/S7407096850","display_name":"IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/ne-iecce69680.2026.11666252","doi":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ne-iecce69680.2026.11666252","pdf_url":null,"source":{"id":"https://openalex.org/S7407096850","display_name":"IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":1.0,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.9786999821662903,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"},{"score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W231446412","https://openalex.org/W2346600100","https://openalex.org/W2347494083","https://openalex.org/W4401511804","https://openalex.org/W4404503464","https://openalex.org/W4413908516","https://openalex.org/W4414431312","https://openalex.org/W4414560689","https://openalex.org/W4417358339"],"related_works":["https://openalex.org/W7159668012","https://openalex.org/W7204888667","https://openalex.org/W7204879197","https://openalex.org/W2921264940","https://openalex.org/W6941601324","https://openalex.org/W7160287910","https://openalex.org/W7204969359","https://openalex.org/W7204919703","https://openalex.org/W7204946376","https://openalex.org/W7204959005"],"abstract_inverted_index":{"Accurate":[0],"prediction":[1],"of":[2],"solar":[3,33,205],"photovoltaic":[4],"(PV)":[5],"power":[6,20,103,144,169],"generation":[7,149],"is":[8,191],"essential":[9],"for":[10,109,155,162,196,204],"reliable":[11],"grid":[12],"operation,":[13],"energy":[14],"management,":[15],"and":[16,73,84,100,133,158,184,194,201],"performance":[17,43,160,186],"monitoring":[18,200],"in":[19,29],"systems":[21,203],"with":[22,151],"high":[23],"utilizes":[24],"a":[25,31,51],"battery-assisted":[26],"charging":[27],"architecture,":[28],"which":[30],"single":[32],"PV":[34,55,85,102,143,178,206],"panel":[35],"charges":[36],"an":[37],"intermediate":[38],"battery":[39,96],"bank":[40],"viand":[41],"system":[42,179],"assessment":[44],"using":[45,125],"real":[46],"operational":[47],"data":[48,67],"obtained":[49],"from":[50],"grid-connected":[52],"960":[53],"kWp":[54],"plant":[56],"operating":[57],"under":[58],"Mediterranean":[59],"climatic":[60],"conditions.":[61],"The":[62,120,188],"proposed":[63,189],"methodology":[64],"integrates":[65],"systematic":[66],"pre":[68],"processing,":[69],"multivariate":[70],"feature":[71],"engineering,":[72],"supervised":[74],"learning":[75],"to":[76,94,116,167],"model":[77,113],"the":[78,141,147,171],"nonlinear":[79],"relationship":[80],"between":[81],"meteorological":[82],"parameters":[83],"output":[86],"power.":[87],"Hourly":[88],"ambient":[89],"temperature,":[90,92],"module":[91],"plane-of-aapproach":[93],"sizing":[95],"banks":[97],"tilt":[98],"angles,":[99],"historical":[101],"are":[104,123],"utilized":[105],"as":[106],"input":[107],"features":[108],"forecasting.":[110],"A":[111],"mathematical":[112],"1":[114],"h":[115,118],"24":[117],"ahead.":[119],"developed":[121],"models":[122],"evaluated":[124],"Mean":[126,130,134],"Absolute":[127,135],"Error,":[128,132],"Root":[129],"Square":[131],"Percentage":[136],"Error.":[137],"Results":[138],"demonstrate":[139],"that":[140],"predicted":[142],"closely":[145],"follows":[146],"measured":[148],"profile,":[150],"low":[152],"forecasting":[153],"errors":[154],"short-term":[156],"horizons":[157],"stable":[159],"degradation":[161],"longer":[163],"horizons.":[164],"In":[165],"addition":[166],"accurate":[168],"prediction,":[170],"analytics":[172],"framework":[173],"provides":[174],"valuable":[175],"insights":[176],"into":[177,198],"behavior":[180],"by":[181],"capturing":[182],"thermal":[183],"irradiance-dependent":[185],"characteristics.":[187],"approach":[190],"scalable,":[192],"data-efficient,":[193],"suitable":[195],"integration":[197],"real-time":[199],"decision-support":[202],"plants.":[207]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-02T00:00:00"}
