{"id":"https://openalex.org/W2903960450","doi":"https://doi.org/10.1109/itsc.2018.8569541","title":"Integrated simulation of activity-based demand and multi-modal dynamic supply for energy assessment","display_name":"Integrated simulation of activity-based demand and multi-modal dynamic supply for energy assessment","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2903960450","doi":"https://doi.org/10.1109/itsc.2018.8569541","mag":"2903960450"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2018.8569541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2018.8569541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1721.1/126152","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018861468","display_name":"Nicholas Fournier","orcid":"https://orcid.org/0000-0002-4722-4138"},"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":"Nicholas Fournier","raw_affiliation_strings":["University of Massachusetts, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325179","display_name":"Siyu Chen","orcid":"https://orcid.org/0000-0002-6701-3397"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyu Chen","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045406641","display_name":"Isabel Hemerly Viegas de Lima","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isabel Hemerly Viegas de Lima","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066481189","display_name":"Zach Needell","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zach Needell","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036881711","display_name":"Aikaterini Deliali","orcid":"https://orcid.org/0000-0001-7950-3185"},"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":"Aikaterini Deliali","raw_affiliation_strings":["University of Massachusetts, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022876515","display_name":"Andrea Araldo","orcid":"https://orcid.org/0000-0002-5448-6646"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Araldo","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101915558","display_name":"Aditya Prakash","orcid":"https://orcid.org/0000-0003-4060-2279"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Arun Prakash","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090562367","display_name":"Carlos Lima Azevedo","orcid":"https://orcid.org/0000-0003-3902-6569"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Carlos Lima Azevedo","raw_affiliation_strings":["Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031027645","display_name":"Eleni Christofa","orcid":"https://orcid.org/0000-0002-8740-5558"},"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":"Eleni Christofa","raw_affiliation_strings":["University of Massachusetts, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013773702","display_name":"Jessica Trancik","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Trancik","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029085275","display_name":"Moshe Ben\u2010Akiva","orcid":"https://orcid.org/0000-0002-9635-9987"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moshe Ben-Akiva","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2277","last_page":"2282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/T12095","display_name":"Vehicle emissions and performance","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9843000173568726,"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/T10435","display_name":"Environmental Impact and Sustainability","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.777824878692627},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.5224603414535522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5201188325881958},{"id":"https://openalex.org/keywords/dynamic-demand","display_name":"Dynamic demand","score":0.4506729245185852},{"id":"https://openalex.org/keywords/dynamic-simulation","display_name":"Dynamic simulation","score":0.4456348419189453},{"id":"https://openalex.org/keywords/energy-supply","display_name":"Energy supply","score":0.4391205906867981},{"id":"https://openalex.org/keywords/energy-demand","display_name":"Energy demand","score":0.43846067786216736},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41663578152656555},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.273527592420578},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.19133403897285461},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08342048525810242},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.08161464333534241},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06993108987808228}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.777824878692627},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.5224603414535522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5201188325881958},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.4506729245185852},{"id":"https://openalex.org/C149808339","wikidata":"https://www.wikidata.org/wiki/Q5319019","display_name":"Dynamic simulation","level":2,"score":0.4456348419189453},{"id":"https://openalex.org/C2776190866","wikidata":"https://www.wikidata.org/wiki/Q1341477","display_name":"Energy supply","level":3,"score":0.4391205906867981},{"id":"https://openalex.org/C2983177510","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Energy demand","level":2,"score":0.43846067786216736},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41663578152656555},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.273527592420578},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.19133403897285461},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08342048525810242},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.08161464333534241},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06993108987808228},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","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},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/itsc.2018.8569541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2018.8569541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/126152","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/126152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Prof. Ben-Akiva via Phoebe Ayers","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:pure.atira.dk:publications/0ee61467-2865-4b66-9f5c-bfe691aa138f","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/0ee61467-2865-4b66-9f5c-bfe691aa138f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/126152","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/126152","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Prof. Ben-Akiva via Phoebe Ayers","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320765","display_name":"Singapore-MIT Alliance for Research and Technology Centre","ror":"https://ror.org/05yb3w112"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W597785974","https://openalex.org/W857325134","https://openalex.org/W1568439642","https://openalex.org/W1579598958","https://openalex.org/W1917578022","https://openalex.org/W1969095625","https://openalex.org/W2002102776","https://openalex.org/W2002934490","https://openalex.org/W2024208934","https://openalex.org/W2029420412","https://openalex.org/W2068112398","https://openalex.org/W2105299332","https://openalex.org/W2108227458","https://openalex.org/W2124499968","https://openalex.org/W2336507577","https://openalex.org/W2475569566","https://openalex.org/W2748147204","https://openalex.org/W2894584319","https://openalex.org/W2900665308","https://openalex.org/W4285719527","https://openalex.org/W6617923590","https://openalex.org/W6623599688","https://openalex.org/W6703352305"],"related_works":["https://openalex.org/W1993360808","https://openalex.org/W2369027921","https://openalex.org/W2364085979","https://openalex.org/W2147476353","https://openalex.org/W2351301616","https://openalex.org/W2605747790","https://openalex.org/W2371783788","https://openalex.org/W414067917","https://openalex.org/W2380159630","https://openalex.org/W2356662412"],"abstract_inverted_index":{"The":[0,74],"development":[1],"of":[2,50,96,118,131,136,148],"a":[3,97,126],"large":[4,41],"scale":[5],"agent-based":[6],"simulation":[7],"model":[8,68,76],"for":[9,142],"the":[10,17,47,64,67,111,115,143,158],"Greater":[11,112],"Boston":[12,113],"Area":[13,114],"is":[14],"presented,":[15],"closing":[16],"gap":[18],"between":[19],"state-of-the":[20],"art":[21],"integrated":[22],"demand-supply":[23],"modeling":[24],"techniques":[25],"(SimMobility)":[26],"with":[27,81],"advanced":[28],"energy":[29,62,91,129,149,163],"estimation":[30],"models":[31],"(TripEnergy)":[32],"and":[33,60,71,82,125,145,153,161],"shedding":[34],"light":[35],"on":[36],"its":[37,51],"practical":[38],"application":[39],"to":[40,87],"urban":[42],"areas.":[43],"This":[44],"paper":[45],"describes":[46],"technical":[48],"details":[49],"three":[52],"key":[53],"components":[54],"(activity-based":[55],"demand,":[56],"multi-modal":[57],"dynamic":[58],"supply,":[59],"trajectory-based":[61],"models),":[63],"used":[65],"data,":[66],"estimation,":[69],"integration":[70],"calibration":[72],"processes.":[73],"proposed":[75,139],"can":[77],"simulate":[78],"any":[79],"day":[80],"without":[83],"congestion":[84],"in":[85,90,110,122],"order":[86],"capture":[88],"changes":[89],"use":[92],"across":[93],"all":[94],"dimensions":[95],"mobility":[98],"system,":[99],"namely":[100],"temporal,":[101],"spatial,":[102],"modal":[103],"or":[104],"functional.":[105],"For":[106],"an":[107],"average":[108],"24h":[109],"simulated":[116],"travel":[117],"4.5-million":[119],"people":[120],"resulted":[121],"15-million":[123],"trips":[124],"total":[127],"vehicle":[128,162],"consumption":[130],"548":[132],"thousand":[133],"equivalent":[134],"gallons":[135],"gasoline.":[137],"Our":[138],"platform":[140],"allows":[141],"comprehensive":[144],"consistent":[146],"assessment":[147],"related":[150],"policies,":[151],"technologies":[152],"services":[154],"affecting":[155],"traveler":[156],"behavior,":[157],"transportation":[159],"system's":[160],"performances.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}