{"id":"https://openalex.org/W7167013293","doi":"https://doi.org/10.1007/978-3-032-22289-3_16","title":"Photovoltaic Generation Time Series Forecasting Optimization with a Modified Metaheuristic Algorithm","display_name":"Photovoltaic Generation Time Series Forecasting Optimization with a Modified Metaheuristic Algorithm","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7167013293","doi":"https://doi.org/10.1007/978-3-032-22289-3_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-22289-3_16","doi":"https://doi.org/10.1007/978-3-032-22289-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-22289-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4402997491","display_name":"Proceedings of World Conference on Artificial Intelligence: Advances and Applications"},"type":"conference-paper","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/A5015471891","display_name":"Vico Zeljkovic","orcid":"https://orcid.org/0009-0004-5578-3804","observed_orcids":["https://orcid.org/0009-0004-5578-3804"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vico Zeljkovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X","observed_orcids":["https://orcid.org/0000-0002-2062-924X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068911769","display_name":"Luka Jovanovi\u0107","orcid":"https://orcid.org/0000-0001-9402-7391","observed_orcids":["https://orcid.org/0000-0001-9402-7391"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Luka Jovanovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag Z. Zivkovic","orcid":"https://orcid.org/0000-0002-4351-068X","observed_orcids":["https://orcid.org/0000-0002-4351-068X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miodrag Zivkovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061798785","display_name":"Milo\u0161 Antonijevi\u0107","orcid":"https://orcid.org/0000-0002-5511-2531","observed_orcids":["https://orcid.org/0000-0002-5511-2531"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milos Antonijevic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092026710","display_name":"Vladimir Marevic","orcid":"https://orcid.org/0000-0003-3285-3713","observed_orcids":["https://orcid.org/0000-0003-3285-3713"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vladimir Marevic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061428238","display_name":"Marija Markovi\u0107-Blagojevi\u0107","orcid":"https://orcid.org/0000-0002-4825-8102","observed_orcids":["https://orcid.org/0000-0002-4825-8102"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Marija Markovic Blagojevic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135507252","display_name":"Mirjana Tomic","orcid":"https://orcid.org/0009-0008-1152-1596","observed_orcids":["https://orcid.org/0009-0008-1152-1596"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mirjana Tomic","raw_affiliation_strings":["Alfa BK Univerzitet, Marshall Tolbuhin Boulevard 8, 11000, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfa BK Univerzitet, Marshall Tolbuhin Boulevard 8, 11000, Belgrade, Serbia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064081550"],"corresponding_institution_ids":["https://openalex.org/I170253739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50898466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.989300012588501,"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":0.989300012588501,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.009100000374019146,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-power-generation","display_name":"photovoltaic power generation","score":0.8240000009536743},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.8140000104904175},{"id":"https://openalex.org/keywords/solar-power-forecasting","display_name":"photovoltaic power forecasting","score":0.5519999861717224},{"id":"https://openalex.org/keywords/long-short-term-memory-networks","display_name":"long short-term memory networks","score":0.7149999737739563},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"variable neighborhood search","score":0.8600000143051147},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.8190000057220459},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9369999766349792},{"id":"https://openalex.org/keywords/voltage-prediction","display_name":"voltage prediction","score":0.6060000061988831},{"id":"https://openalex.org/keywords/renewable-energy-integration","display_name":"renewable energy integration","score":0.675000011920929},{"id":"https://openalex.org/keywords/grid-integration-of-solar-power","display_name":"grid integration of solar power","score":0.7139999866485596}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5676000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5419999957084656},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5360999703407288},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47909998893737793},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4636000096797943},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.41499999165534973},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.4002000093460083},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.26589998602867126},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-22289-3_16","doi":"https://doi.org/10.1007/978-3-032-22289-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-22289-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"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":22,"referenced_works":["https://openalex.org/W2010334716","https://openalex.org/W2143545157","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2885195348","https://openalex.org/W2919979744","https://openalex.org/W3007040893","https://openalex.org/W3212797097","https://openalex.org/W4249545506","https://openalex.org/W4385337173","https://openalex.org/W4387722547","https://openalex.org/W4387731484","https://openalex.org/W4389220939","https://openalex.org/W4389990406","https://openalex.org/W4391738567","https://openalex.org/W4394711948","https://openalex.org/W4399091662","https://openalex.org/W4399381752","https://openalex.org/W4399435690","https://openalex.org/W4402375165","https://openalex.org/W4402636376","https://openalex.org/W4403842423"],"related_works":["https://openalex.org/W4415760620","https://openalex.org/W7117993434","https://openalex.org/W4411026685","https://openalex.org/W4414727296","https://openalex.org/W4399044500","https://openalex.org/W4406983100","https://openalex.org/W3159859815","https://openalex.org/W4226443669","https://openalex.org/W4285128837","https://openalex.org/W4413205938"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-07-03T00:00:00"}
