{"id":"https://openalex.org/W2985381225","doi":"https://doi.org/10.1145/3360322.3361006","title":"Solar-TK","display_name":"Solar-TK","publication_year":2019,"publication_date":"2019-11-05","ids":{"openalex":"https://openalex.org/W2985381225","doi":"https://doi.org/10.1145/3360322.3361006","mag":"2985381225"},"language":"en","primary_location":{"id":"doi:10.1145/3360322.3361006","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3360322.3361006","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3360322.3361006","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3360322.3361006","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048736480","display_name":"Noman Bashir","orcid":"https://orcid.org/0000-0001-9304-910X"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Noman Bashir","raw_affiliation_strings":["University of Massachusetts, Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057914718","display_name":"Dong Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Chen","raw_affiliation_strings":["Florida International University"],"affiliations":[{"raw_affiliation_string":"Florida International University","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059310848","display_name":"David Irwin","orcid":"https://orcid.org/0000-0003-1722-4927"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Irwin","raw_affiliation_strings":["University of Massachusetts, Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032939724","display_name":"Prashant Shenoy","orcid":"https://orcid.org/0000-0002-5435-1901"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Shenoy","raw_affiliation_strings":["University of Massachusetts, Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048736480"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":1.1201,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84167814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"372","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9973000288009644,"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":0.9973000288009644,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9595999717712402,"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":0.9424999952316284,"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/computer-science","display_name":"Computer science","score":0.6901470422744751},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.49027279019355774},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4774101972579956},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.423061341047287},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.16765499114990234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14687120914459229},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07173460721969604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6901470422744751},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.49027279019355774},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4774101972579956},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.423061341047287},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.16765499114990234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14687120914459229},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07173460721969604},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3360322.3361006","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3360322.3361006","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3360322.3361006","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3360322.3361006","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3360322.3361006","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3360322.3361006","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G8307668514","display_name":null,"funder_award_id":"CNS-1645952,IIP-1534080, CNS-1405826, CNS-1505422","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2985381225.pdf","grobid_xml":"https://content.openalex.org/works/W2985381225.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2390279801","https://openalex.org/W2144385241","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2165950148"],"abstract_inverted_index":{"There":[0],"has":[1,48],"been":[2,50],"significant":[3],"prior":[4,38],"work":[5,39],"on":[6,22],"solar":[7,19,81,101,129,142],"performance":[8,82],"modeling":[9,83,143],"and":[10,17,31,52,59,84,90,97,107,131,133,144],"forecasting":[11,85,145],"that":[12,86,126],"infers":[13],"a":[14,26,77,99,108,137],"site's":[15,27,100],"current":[16],"future":[18],"generation":[20,113],"based":[21],"different":[23],"factors":[24],"including":[25],"location,":[28],"time,":[29],"weather,":[30],"physical":[32],"attributes.":[33],"Unfortunately,":[34],"much":[35],"of":[36,111],"the":[37,72],"is":[40,56,87],"not":[41,49],"accessible":[42],"to":[43,61,66,117,123,134],"researchers,":[44],"either":[45],"because":[46],"it":[47],"implemented":[51],"released":[53],"as":[54,121,136],"open-source,":[55],"too":[57],"complex":[58],"time-consuming":[60],"re-implement,":[62],"or":[63],"requires":[64,127],"access":[65],"proprietary":[67],"data":[68],"sources.":[69],"To":[70],"address":[71],"problem,":[73],"we":[74],"present":[75],"Solar-TK,":[76],"data-driven":[78],"toolkit":[79],"for":[80,139],"simple,":[88],"extensible,":[89],"publicly":[91,118],"accessible.":[92],"Solar-TK's":[93],"simple":[94],"approach":[95],"models":[96,130],"forecasts":[98],"output":[102],"given":[103],"only":[104],"its":[105],"location":[106],"small":[109],"amount":[110],"historical":[112],"data.":[114],"We":[115],"plan":[116],"release":[119],"Solar-TK":[120],"open-source":[122],"enable":[124],"research":[125],"realistic":[128],"forecasts,":[132],"serve":[135],"baseline":[138],"comparing":[140],"new":[141],"techniques.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-11-22T00:00:00"}