{"id":"https://openalex.org/W2015306010","doi":"https://doi.org/10.1117/12.2079262","title":"Camera-based forecasting of insolation for solar systems","display_name":"Camera-based forecasting of insolation for solar systems","publication_year":2015,"publication_date":"2015-02-27","ids":{"openalex":"https://openalex.org/W2015306010","doi":"https://doi.org/10.1117/12.2079262","mag":"2015306010"},"language":"en","primary_location":{"id":"doi:10.1117/12.2079262","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2079262","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publica.fraunhofer.de/documents/N-343621.html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085315644","display_name":"Daniel Manger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Manger","raw_affiliation_strings":["Fraunhofer-Institut f\u00fcr Optronik, Systemtechnik und Bildauswertung (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer-Institut f\u00fcr Optronik, Systemtechnik und Bildauswertung (Germany)","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033426505","display_name":"Frank Pagel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Pagel","raw_affiliation_strings":["Fraunhofer-Institut f\u00fcr Optronik, Systemtechnik und Bildauswertung (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer-Institut f\u00fcr Optronik, Systemtechnik und Bildauswertung (Germany)","institution_ids":["https://openalex.org/I4210111500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210111500"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9405","issue":null,"first_page":"94050M","last_page":"94050M"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9997000098228455,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6633016467094421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5968784093856812},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.5709402561187744},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.529170036315918},{"id":"https://openalex.org/keywords/insolation","display_name":"Insolation","score":0.5097307562828064},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5051215291023254},{"id":"https://openalex.org/keywords/sky","display_name":"Sky","score":0.49009478092193604},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.45687663555145264},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.44553518295288086},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.42152321338653564},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4206014573574066},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4113708734512329},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4012744128704071},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.39530718326568604},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3700815439224243},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3614217936992645},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.23494449257850647},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1626354455947876},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10503754019737244}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6633016467094421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5968784093856812},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.5709402561187744},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.529170036315918},{"id":"https://openalex.org/C68818249","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Insolation","level":2,"score":0.5097307562828064},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5051215291023254},{"id":"https://openalex.org/C73329638","wikidata":"https://www.wikidata.org/wiki/Q527","display_name":"Sky","level":2,"score":0.49009478092193604},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.45687663555145264},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.44553518295288086},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.42152321338653564},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4206014573574066},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4113708734512329},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4012744128704071},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.39530718326568604},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3700815439224243},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3614217936992645},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.23494449257850647},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1626354455947876},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10503754019737244},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2079262","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2079262","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-343621","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-343621.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/388504","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/388504","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:fraunhofer.de:N-343621","is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-343621.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IOSB","raw_type":"Conference Paper"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W578583317","https://openalex.org/W2028451171","https://openalex.org/W2031640526","https://openalex.org/W2062583931","https://openalex.org/W2075152505","https://openalex.org/W2083397465","https://openalex.org/W2119531715","https://openalex.org/W2133059825","https://openalex.org/W2138184147","https://openalex.org/W2595277279","https://openalex.org/W2955883053","https://openalex.org/W6680096826","https://openalex.org/W6680727742","https://openalex.org/W6734624281"],"related_works":["https://openalex.org/W2982930857","https://openalex.org/W3199607909","https://openalex.org/W3120797817","https://openalex.org/W4379207511","https://openalex.org/W2907976155","https://openalex.org/W2505141013","https://openalex.org/W2029999451","https://openalex.org/W3090120914","https://openalex.org/W2591588891","https://openalex.org/W3088961008"],"abstract_inverted_index":{"With":[0],"the":[1,14,22,37,40,42,51,74,92,105,111,122,146,149,152],"transition":[2],"towards":[3],"renewable":[4],"energies,":[5],"electricity":[6],"suppliers":[7],"are":[8,96],"faced":[9],"with":[10],"huge":[11],"challenges.":[12],"Especially":[13],"increasing":[15],"integration":[16],"of":[17,30,39,45,77,84,104,151],"solar":[18,47,79,134],"power":[19,48],"systems":[20],"into":[21],"grid":[23],"gets":[24],"more":[25,27],"and":[26,55,94,99,138,148],"complicated":[28],"because":[29],"their":[31],"dynamic":[32],"feed-in":[33,43,75,123],"capacity.":[34],"To":[35],"assist":[36],"stabilization":[38],"grid,":[41],"capacity":[44,76,124],"a":[46,68,78,82,132,136,139],"system":[49,71,80],"within":[50],"next":[52],"hours,":[53],"minutes":[54],"even":[56],"seconds":[57],"should":[58],"be":[59],"known":[60],"in":[61],"advance.":[62],"In":[63],"this":[64],"work,":[65],"we":[66],"present":[67],"consumer":[69],"camera-based":[70],"for":[72,81,121],"forecasting":[73],"horizon":[83],"10":[85],"seconds.":[86],"A":[87,101],"camera":[88],"is":[89,107],"targeted":[90],"at":[91,128],"sky":[93],"clouds":[95],"segmented,":[97],"detected":[98],"tracked.":[100],"quantitative":[102],"prediction":[103],"insolation":[106],"performed":[108],"based":[109],"on":[110],"tracked":[112],"clouds.":[113],"Image":[114],"data":[115,120],"as":[116,118],"well":[117],"truth":[119],"was":[125],"synchronously":[126],"collected":[127],"one":[129],"Hz":[130],"using":[131],"small":[133],"panel,":[135],"resistor":[137],"measuring":[140],"device.":[141],"Preliminary":[142],"results":[143],"demonstrate":[144],"both":[145],"applicability":[147],"limits":[150],"proposed":[153],"system.":[154]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}