{"id":"https://openalex.org/W3097271459","doi":"https://doi.org/10.1016/j.aei.2020.101185","title":"Quick energy prediction and comparison of options at the early design stage","display_name":"Quick energy prediction and comparison of options at the early design stage","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3097271459","doi":"https://doi.org/10.1016/j.aei.2020.101185","mag":"3097271459"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2020.101185","doi":"https://doi.org/10.1016/j.aei.2020.101185","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2020.101185","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/aad6519b-6c8b-4745-8f84-bfa02d9f885c","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041286117","display_name":"Manav Mahan Singh","orcid":"https://orcid.org/0000-0001-7921-9475","observed_orcids":["https://orcid.org/0000-0001-7921-9475"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Manav Mahan Singh","raw_affiliation_strings":["Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086757760","display_name":"Sundaravelpandian Singaravel","orcid":"https://orcid.org/0000-0002-4645-3983","observed_orcids":["https://orcid.org/0000-0002-4645-3983"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sundaravelpandian Singaravel","raw_affiliation_strings":["Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761859","display_name":"Ralf Klein","orcid":"https://orcid.org/0000-0003-1023-7629","observed_orcids":["https://orcid.org/0000-0003-1023-7629"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ralf Klein","raw_affiliation_strings":["Building Physics and Sustainable Design, Ghent and Aalst Technology Campuses, KU Leuven, Gebroeders De Smetstraat 1, 9000 Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Building Physics and Sustainable Design, Ghent and Aalst Technology Campuses, KU Leuven, Gebroeders De Smetstraat 1, 9000 Ghent, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004825279","display_name":"Philipp Geyer","orcid":"https://orcid.org/0000-0002-0935-4361","observed_orcids":["https://orcid.org/0000-0002-0935-4361"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","DE"],"is_corresponding":false,"raw_author_name":"Philipp Geyer","raw_affiliation_strings":["Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium","Digital Architecture and Sustainability Group, Berlin University of Technology, Strasse des 17. Juni 152, A61, 10623 Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture, KU Leuven, Kasteelpark Arenberg 1, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Digital Architecture and Sustainability Group, Berlin University of Technology, Strasse des 17. Juni 152, A61, 10623 Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041286117"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":null,"fwci":3.999,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.93075705,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"46","issue":null,"first_page":"101185","last_page":"101185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11006","display_name":"BIM and Construction Integration","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T13263","display_name":"Building energy efficiency and sustainability","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/building-performance-simulation","display_name":"building performance simulation","score":0.8059999942779541},{"id":"https://openalex.org/keywords/early-design-stage","display_name":"preliminary design","score":0.824999988079071},{"id":"https://openalex.org/keywords/energy-prediction","display_name":"energy prediction","score":0.8349999785423279},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.5490000247955322},{"id":"https://openalex.org/keywords/probabilistic-methods","display_name":"probabilistic methods","score":0.6520000100135803},{"id":"https://openalex.org/keywords/deterministic-approach","display_name":"deterministic approach","score":0.7860000133514404},{"id":"https://openalex.org/keywords/dynamic-simulation","display_name":"dynamic simulation","score":0.5730000138282776},{"id":"https://openalex.org/keywords/energyplus","display_name":"EnergyPlus","score":0.6710000038146973},{"id":"https://openalex.org/keywords/zoning","display_name":"zoning","score":0.4830000102519989},{"id":"https://openalex.org/keywords/simplified-building-model","display_name":"simplified building model","score":0.46399998664855957},{"id":"https://openalex.org/keywords/office-buildings","display_name":"office buildings","score":0.8389999866485596},{"id":"https://openalex.org/keywords/energy-demand","display_name":"energy demand","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6442296504974365},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.6095999479293823},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6017107963562012},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4418541193008423},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3387588858604431},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2520640790462494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25102126598358154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.aei.2020.101185","doi":"https://doi.org/10.1016/j.aei.2020.101185","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2020.101185","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/662923","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/662923","pdf_url":"https://lirias.kuleuven.be/retrieve/aad6519b-6c8b-4745-8f84-bfa02d9f885c","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Advanced Engineering Informatics, vol. 46, Art.No. ARTN 101185, (1-15)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/662923","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/662923","pdf_url":"https://lirias.kuleuven.be/retrieve/aad6519b-6c8b-4745-8f84-bfa02d9f885c","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Advanced Engineering Informatics, vol. 46, Art.No. ARTN 101185, (1-15)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"},{"score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4923449801","display_name":null,"funder_award_id":"GE1652/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5503975996","display_name":null,"funder_award_id":"FOR2363","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320319128","display_name":"Vlaams Supercomputer Centrum","ror":"https://ror.org/05sqppn31"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097271459.pdf","grobid_xml":"https://content.openalex.org/works/W3097271459.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W39216406","https://openalex.org/W101375280","https://openalex.org/W581215525","https://openalex.org/W949588651","https://openalex.org/W1560326693","https://openalex.org/W1729833209","https://openalex.org/W1814738013","https://openalex.org/W1837630526","https://openalex.org/W1974667742","https://openalex.org/W1997539987","https://openalex.org/W1999014394","https://openalex.org/W2010552688","https://openalex.org/W2012957334","https://openalex.org/W2015852203","https://openalex.org/W2016439219","https://openalex.org/W2018789138","https://openalex.org/W2023739188","https://openalex.org/W2024984685","https://openalex.org/W2032279329","https://openalex.org/W2032856857","https://openalex.org/W2037392249","https://openalex.org/W2069208957","https://openalex.org/W2071923040","https://openalex.org/W2075796650","https://openalex.org/W2080737082","https://openalex.org/W2082392699","https://openalex.org/W2083233536","https://openalex.org/W2085162832","https://openalex.org/W2087248389","https://openalex.org/W2107664094","https://openalex.org/W2112532967","https://openalex.org/W2113929486","https://openalex.org/W2127210057","https://openalex.org/W2162188933","https://openalex.org/W2221276106","https://openalex.org/W2235878647","https://openalex.org/W2239494658","https://openalex.org/W2269126980","https://openalex.org/W2297594266","https://openalex.org/W2399232739","https://openalex.org/W2529843764","https://openalex.org/W2567378886","https://openalex.org/W2576397399","https://openalex.org/W2731068629","https://openalex.org/W2738622611","https://openalex.org/W2754029504","https://openalex.org/W2755426847","https://openalex.org/W2767990273","https://openalex.org/W2783168321","https://openalex.org/W2789313714","https://openalex.org/W2795675125","https://openalex.org/W2800124606","https://openalex.org/W2801196011","https://openalex.org/W2804355134","https://openalex.org/W2809417902","https://openalex.org/W2884490557","https://openalex.org/W2912485210","https://openalex.org/W2913586039","https://openalex.org/W2947489409","https://openalex.org/W2966116106","https://openalex.org/W2972532604","https://openalex.org/W2973072728","https://openalex.org/W2998561466","https://openalex.org/W4294530960","https://openalex.org/W6887795702","https://openalex.org/W6887848369"],"related_works":["https://openalex.org/W4241342322","https://openalex.org/W7046460382","https://openalex.org/W7004859530","https://openalex.org/W7001953285","https://openalex.org/W4210509598","https://openalex.org/W4211123552","https://openalex.org/W7117456747","https://openalex.org/W4389541739","https://openalex.org/W3198512310","https://openalex.org/W4299586362"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-11-09T00:00:00"}