{"id":"https://openalex.org/W4239069530","doi":"https://doi.org/10.1109/wsc.2017.8247861","title":"An agent based model for joint placement of PV panels and green roofs","display_name":"An agent based model for joint placement of PV panels and green roofs","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4239069530","doi":"https://doi.org/10.1109/wsc.2017.8247861"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8247861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247861","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1415902","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100406401","display_name":"Xueping Li","orcid":"https://orcid.org/0000-0003-1990-0159"},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xueping Li","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075276426","display_name":"Mohammad Ramshani","orcid":null},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Ramshani","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005681030","display_name":"Anahita Khojandi","orcid":"https://orcid.org/0000-0001-6818-2048"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anahita Khojandi","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Tennessee - Knoxville, 525 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2315, USA","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066113226","display_name":"Olufemi A. Omitaomu","orcid":"https://orcid.org/0000-0002-3078-7196"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olufemi Omitaomu","raw_affiliation_strings":["Urban Dynamics Institute, Computational Science and Engineering Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA"],"affiliations":[{"raw_affiliation_string":"Urban Dynamics Institute, Computational Science and Engineering Department, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000346184","display_name":"Jon M. Hathaway","orcid":"https://orcid.org/0000-0003-1666-8550"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Michael Hathaway","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Tennessee - Knoxville, 325 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2313, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Tennessee - Knoxville, 325 John D. Tickle Building, 851 Neyland Drive, Knoxville, TN 37996-2313, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100406401"],"corresponding_institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":4.37837836,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96103896,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1133","last_page":"1144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9164000153541565,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13518","display_name":"Architecture and Computational Design","score":0.9164000153541565,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/joint","display_name":"Joint (building)","score":0.5658215284347534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5180549621582031},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.48019516468048096},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.27848517894744873},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24085062742233276},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11979725956916809}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5658215284347534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5180549621582031},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.48019516468048096},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.27848517894744873},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24085062742233276},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11979725956916809}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2017.8247861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247861","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1415902","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1415902","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:osti.gov:1415902","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1415902","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1564534945","https://openalex.org/W1934258682","https://openalex.org/W1972617387","https://openalex.org/W1985265071","https://openalex.org/W1989158281","https://openalex.org/W2009881211","https://openalex.org/W2027526094","https://openalex.org/W2034051292","https://openalex.org/W2052882611","https://openalex.org/W2054897661","https://openalex.org/W2065928371","https://openalex.org/W2095543361","https://openalex.org/W2130715736","https://openalex.org/W2150704630","https://openalex.org/W2186834970","https://openalex.org/W2278913692","https://openalex.org/W2281771029","https://openalex.org/W2288360259","https://openalex.org/W2298108918","https://openalex.org/W2335829868","https://openalex.org/W2483014731","https://openalex.org/W2899721943","https://openalex.org/W3128728205","https://openalex.org/W3153033927","https://openalex.org/W4205162333","https://openalex.org/W4243161689","https://openalex.org/W4246598646","https://openalex.org/W6686855253","https://openalex.org/W6696251439","https://openalex.org/W6703372404","https://openalex.org/W6792912302"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2376932109","https://openalex.org/W2034374297","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829"],"abstract_inverted_index":{"Photovoltaic":[0,44,55,88],"panels":[1,56,89],"generate":[2],"electricity":[3],"directly":[4],"from":[5],"sunlight,":[6],"making":[7],"them":[8],"a":[9,22,61,100,111,115,124],"favored":[10],"renewable":[11],"technology.":[12],"Green":[13,35],"roofs":[14,36,59,92],"are":[15,37],"rooftops":[16],"covered":[17],"with":[18,72],"vegetation,":[19],"which":[20],"provide":[21,136],"variety":[23],"of":[24,39,43,54],"benefits,":[25],"namely,":[26],"reducing":[27],"stormwater":[28],"runoff,":[29],"improving":[30,40],"air":[31],"quality,":[32],"and":[33,57,90,135],"biodiversity.":[34],"capable":[38],"the":[41,49,66,107,119,128],"efficiency":[42],"panels,":[45],"as":[46,123],"shown":[47],"by":[48,69],"recent":[50],"studies.":[51],"Optimal":[52],"placement":[53],"green":[58,91],"is":[60,93,121],"challenging":[62],"problem":[63],"due":[64,77],"to":[65,78,85,105],"complications":[67],"imposed":[68],"uncertainties":[70],"associated":[71],"future":[73],"climate":[74,79],"conditions,":[75],"specifically":[76],"change.":[80],"An":[81],"agent":[82],"based":[83],"model":[84],"optimally":[86],"place":[87],"developed":[94,108],"in":[95,118],"this":[96],"study.":[97],"We":[98,130],"propose":[99],"tabu":[101],"search":[102],"metaheuristic":[103],"algorithm":[104],"solve":[106],"model.":[109,129],"Then,":[110],"real-world":[112],"case":[113,125],"for":[114,127],"mid-sized":[116],"city":[117],"U.S.":[120],"solved":[122],"study":[126],"further":[131],"conduct":[132],"numerical":[133],"analysis":[134],"insights.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
