{"id":"https://openalex.org/W4411336562","doi":"https://doi.org/10.1109/ojcs.2025.3580339","title":"Conv-Ensemble for Solar Power Prediction With First Nations Seasonal Information","display_name":"Conv-Ensemble for Solar Power Prediction With First Nations Seasonal Information","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411336562","doi":"https://doi.org/10.1109/ojcs.2025.3580339"},"language":"en","primary_location":{"id":"doi:10.1109/ojcs.2025.3580339","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2025.3580339","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcs.2025.3580339","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058968056","display_name":"Selvarajah Thuseethan","orcid":"https://orcid.org/0000-0001-6378-9940"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Selvarajah Thuseethan","raw_affiliation_strings":["Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia"],"affiliations":[{"raw_affiliation_string":"Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118212352","display_name":"Sandipkumar Gangajaliya","orcid":null},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sandipkumar Gangajaliya","raw_affiliation_strings":["Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia"],"affiliations":[{"raw_affiliation_string":"Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114225808","display_name":"Luke Hamlin","orcid":null},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Luke Hamlin","raw_affiliation_strings":["Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia"],"affiliations":[{"raw_affiliation_string":"Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004069000","display_name":"Bharanidharan Shanmugam","orcid":"https://orcid.org/0000-0002-2591-1949"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bharanidharan Shanmugam","raw_affiliation_strings":["Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia"],"affiliations":[{"raw_affiliation_string":"Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036849751","display_name":"Suresh N. Thennadil","orcid":"https://orcid.org/0000-0001-9392-7857"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Suresh Thennadil","raw_affiliation_strings":["Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia"],"affiliations":[{"raw_affiliation_string":"Energy and Resource Institute, Faculty of Science and Technology, Charles Darwin University, Darwin, NT, Australia","institution_ids":["https://openalex.org/I29894533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058968056"],"corresponding_institution_ids":["https://openalex.org/I29894533"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":2.8843,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91443464,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"6","issue":null,"first_page":"884","last_page":"895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9994000196456909,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9933000206947327,"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":0.9907000064849854,"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/meteorology","display_name":"Meteorology","score":0.5413681268692017},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.5035826563835144},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4850253462791443},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3272213935852051},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16222327947616577}],"concepts":[{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5413681268692017},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5035826563835144},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4850253462791443},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3272213935852051},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16222327947616577}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcs.2025.3580339","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2025.3580339","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:395701d6e0944e3c85b6fca29e32efd2","is_oa":true,"landing_page_url":"https://doaj.org/article/395701d6e0944e3c85b6fca29e32efd2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Computer Society, Vol 6, Pp 884-895 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcs.2025.3580339","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2025.3580339","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5,"display_name":"Affordable and clean energy"},{"id":"https://metadata.un.org/sdg/13","score":0.4300000071525574,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2056996456","https://openalex.org/W2553915786","https://openalex.org/W2604319603","https://openalex.org/W2618530766","https://openalex.org/W2792643794","https://openalex.org/W2903304232","https://openalex.org/W2920927670","https://openalex.org/W2988364570","https://openalex.org/W3007075806","https://openalex.org/W3009377873","https://openalex.org/W3047010512","https://openalex.org/W3048376653","https://openalex.org/W3091067889","https://openalex.org/W3094796981","https://openalex.org/W3110147505","https://openalex.org/W3111518852","https://openalex.org/W4220686422","https://openalex.org/W4226449636","https://openalex.org/W4291755192","https://openalex.org/W4295832542","https://openalex.org/W4307726389","https://openalex.org/W4309030289","https://openalex.org/W4313646607","https://openalex.org/W4315652596","https://openalex.org/W4316466886","https://openalex.org/W4320168785","https://openalex.org/W4321371496","https://openalex.org/W4382203079","https://openalex.org/W4385595398","https://openalex.org/W4387457292","https://openalex.org/W4387717551","https://openalex.org/W4388723548","https://openalex.org/W4399557468","https://openalex.org/W4399861765","https://openalex.org/W4400724572","https://openalex.org/W4400950243","https://openalex.org/W6713134421","https://openalex.org/W6749029207"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2085516880","https://openalex.org/W4388734992","https://openalex.org/W4251995491","https://openalex.org/W2076297862","https://openalex.org/W1971765930","https://openalex.org/W2104025387","https://openalex.org/W3119318685","https://openalex.org/W2804811926"],"abstract_inverted_index":{"Power":[0],"generation":[1],"forecasting,":[2],"especially":[3],"for":[4,9,185],"solar":[5,34,136],"power,":[6],"is":[7,23,42,70,93],"crucial":[8],"future":[10],"energy":[11],"planning.":[12],"In":[13],"this":[14,122],"study,":[15],"a":[16,38,90,156,192],"novel":[17,39],"framework,":[18,89],"namely":[19],"<italic":[20],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[21,143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">FNS-Metrics</i>,":[22],"proposed":[24,75,85],"to":[25,77,115,162,179],"integrate":[26],"seasonal":[27,118],"information":[28],"from":[29,101],"First":[30,116],"Nations":[31,117],"calendars":[32],"into":[33,73],"power":[35,97,137],"forecasting.":[36],"Furthermore,":[37,182],"Conv-Ensemble":[40,88,127,174],"framework":[41,128,175],"proposed,":[43],"leveraging":[44],"the":[45,55,74,79,84,102,126,140,149,163,173,180,183],"high-level":[46],"feature":[47,57,67],"extraction":[48,58],"capabilities":[49],"of":[50,60,146,152,166],"Conv1D":[51],"layers":[52],"along":[53],"with":[54,129,139],"low-level":[56],"abilities":[59],"transformer":[61],"and":[62,87,98,111,148,158,187],"LSTM":[63],"networks.":[64],"A":[65],"weighted":[66],"concatenation":[68],"technique":[69],"also":[71],"integrated":[72],"approach":[76],"combine":[78],"features":[80,190],"effectively.":[81],"To":[82],"validate":[83],"FNS-Metrics":[86,130,189],"new":[91],"dataset":[92,123],"constructed":[94],"by":[95],"collecting":[96],"weather":[99],"data":[100,113],"Desert":[103],"Knowledge":[104],"Australia":[105],"Solar":[106],"Center":[107],"in":[108,195],"Alice":[109],"Springs":[110],"integrating":[112],"related":[114],"cycles.":[119],"Experiments":[120],"on":[121],"show":[124,191],"that":[125,172],"outperforms":[131],"traditional":[132],"approaches,":[133],"achieving":[134],"state-of-the-art":[135],"prediction":[138],"highest":[141],"<inline-formula":[142],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[144],"notation=\"LaTeX\">$R^{2}$</tex-math></inline-formula>":[145],"0.8641":[147],"lowest":[150],"MSE":[151],"22.41.":[153],"These":[154],"represent":[155],"14.60%":[157],"26.21%":[159],"increase":[160],"compared":[161,178],"baseline":[164],"configuration":[165],"Conv-Transformer.":[167],"The":[168],"ablation":[169],"study":[170],"demonstrates":[171],"improves":[176],"performance":[177],"baselines.":[181],"results":[184],"individual":[186],"combined":[188],"progressive":[193],"improvement":[194],"performance.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
