{"id":"https://openalex.org/W3182235404","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000980","title":"Data-Driven Simulation Approach for Short-Term Planning of Winter Highway Maintenance Operations","display_name":"Data-Driven Simulation Approach for Short-Term Planning of Winter Highway Maintenance Operations","publication_year":2021,"publication_date":"2021-07-08","ids":{"openalex":"https://openalex.org/W3182235404","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000980","mag":"3182235404"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000980","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000980","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101799192","display_name":"Yipeng Li","orcid":"https://orcid.org/0000-0003-4140-7088"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yipeng Li","raw_affiliation_strings":["Master Graduate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-085 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: ","Master Graduate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-085 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0003-4140-7088"],"raw_orcid":"https://orcid.org/0000-0003-4140-7088","affiliations":[{"raw_affiliation_string":"Master Graduate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-085 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: ","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Master Graduate, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-085 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0003-4140-7088","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040019501","display_name":"SeyedReza RazaviAlavi","orcid":"https://orcid.org/0000-0002-7372-0354"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"SeyedReza RazaviAlavi","raw_affiliation_strings":["Senior Lecturer, Dept. of Mechanical and Construction Engineering, Faculty of Engineering and Environment, Northumbria Univ., Newcastle, UK. ORCID: ","Senior Lecturer, Dept. of Mechanical and Construction Engineering, Faculty of Engineering and Environment, Northumbria Univ., Newcastle, UK. ORCID: https://orcid.org/0000-0002-7372-0354"],"raw_orcid":"https://orcid.org/0000-0002-7372-0354","affiliations":[{"raw_affiliation_string":"Senior Lecturer, Dept. of Mechanical and Construction Engineering, Faculty of Engineering and Environment, Northumbria Univ., Newcastle, UK. ORCID: ","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Senior Lecturer, Dept. of Mechanical and Construction Engineering, Faculty of Engineering and Environment, Northumbria Univ., Newcastle, UK. ORCID: https://orcid.org/0000-0002-7372-0354","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018366779","display_name":"Simaan AbouRizk","orcid":"https://orcid.org/0000-0002-4788-9121"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Simaan AbouRizk","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: ","Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0002-4788-9121"],"raw_orcid":"https://orcid.org/0000-0002-4788-9121","affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 9105 116 St., 5-080 NREF, Edmonton, AB, Canada T6G 2W2. ORCID: https://orcid.org/0000-0002-4788-9121","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018366779"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":0.3658,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.54557429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"35","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9772999882698059,"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":0.9772999882698059,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9768000245094299,"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/T12118","display_name":"Forest Biomass Utilization and Management","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/truck","display_name":"Truck","score":0.7573373317718506},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5755738019943237},{"id":"https://openalex.org/keywords/operational-planning","display_name":"Operational planning","score":0.48805558681488037},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.473671019077301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4699456989765167},{"id":"https://openalex.org/keywords/snow-removal","display_name":"Snow removal","score":0.44353264570236206},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.43882042169570923},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3827372193336487},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.356334924697876},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3394184410572052},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.0985969603061676}],"concepts":[{"id":"https://openalex.org/C52121051","wikidata":"https://www.wikidata.org/wiki/Q43193","display_name":"Truck","level":2,"score":0.7573373317718506},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5755738019943237},{"id":"https://openalex.org/C2776613951","wikidata":"https://www.wikidata.org/wiki/Q7097788","display_name":"Operational planning","level":2,"score":0.48805558681488037},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.473671019077301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4699456989765167},{"id":"https://openalex.org/C2781290007","wikidata":"https://www.wikidata.org/wiki/Q3044530","display_name":"Snow removal","level":3,"score":0.44353264570236206},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.43882042169570923},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3827372193336487},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.356334924697876},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3394184410572052},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0985969603061676},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000980","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000980","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:47201","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/47201/1/Data%20Driven%20Simulation-Author%20Version.pdf","pdf_url":"http://nrl.northumbria.ac.uk/id/eprint/47201/1/Data%20Driven%20Simulation-Author%20Version.pdf","source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1588861622","https://openalex.org/W1844981334","https://openalex.org/W1973749534","https://openalex.org/W1979236986","https://openalex.org/W1989967291","https://openalex.org/W1996621593","https://openalex.org/W2001465411","https://openalex.org/W2007180467","https://openalex.org/W2015345320","https://openalex.org/W2028180289","https://openalex.org/W2029865733","https://openalex.org/W2048163619","https://openalex.org/W2070611029","https://openalex.org/W2083524786","https://openalex.org/W2090465543","https://openalex.org/W2092986007","https://openalex.org/W2135733675","https://openalex.org/W2164768649","https://openalex.org/W2178582207","https://openalex.org/W2293874811","https://openalex.org/W2341272461","https://openalex.org/W2344962866","https://openalex.org/W2582743722","https://openalex.org/W2788962476","https://openalex.org/W2885599890","https://openalex.org/W4229568906","https://openalex.org/W4256666276","https://openalex.org/W6667874521","https://openalex.org/W6910624874"],"related_works":["https://openalex.org/W597570173","https://openalex.org/W2068355705","https://openalex.org/W2224390867","https://openalex.org/W651140178","https://openalex.org/W2254231248","https://openalex.org/W590961657","https://openalex.org/W593865359","https://openalex.org/W2374063061","https://openalex.org/W1524921411","https://openalex.org/W619106379"],"abstract_inverted_index":{"Winter":[0],"highway":[1,74],"maintenance":[2,75],"operations":[3,76],"are":[4],"performed":[5],"to":[6,28,38,44,68,85],"ensure":[7],"safe":[8],"driving":[9],"conditions":[10,22,46],"during":[11,54],"snow":[12],"events.":[13],"However,":[14],"variability":[15],"in":[16,31,42],"truck":[17,90],"speeds":[18],"and":[19,52,100,106,119],"changing":[20],"weather":[21],"limit":[23],"the":[24,55,109],"ability":[25],"of":[26,72,108,130],"practitioners":[27],"optimize":[29],"plans":[30,41,134],"a":[32,62,120],"timely":[33],"manner.":[34],"The":[35,79,124],"time":[36],"required":[37,89],"manually":[39],"adjust":[40],"response":[43],"actual":[45],"prevents":[47],"modifications":[48],"from":[49],"being":[50],"completed":[51],"applied":[53],"operation":[56,98,103,133],"phase.":[57],"To":[58],"overcome":[59],"this":[60],"challenge,":[61],"data-driven,":[63],"near":[64],"real-time":[65],"simulation":[66],"approach":[67,80,111,126],"assist":[69],"short-term":[70],"planning":[71],"winter":[73],"is":[77],"proposed.":[78],"integrates":[81],"dynamic":[82],"project":[83],"data":[84],"quickly":[86],"(1)":[87],"predict":[88],"fleet":[91],"size":[92],"for":[93],"upcoming":[94],"operations,":[95],"(2)":[96],"devise":[97],"schedules,":[99],"(3)":[101],"recommend":[102],"routes.":[104],"Functionality":[105],"validity":[107],"proposed":[110,125],"was":[112,127],"demonstrated":[113],"using":[114],"both":[115],"an":[116],"illustrative":[117],"example":[118],"real":[121],"case":[122],"study.":[123],"found":[128],"capable":[129],"rapidly":[131],"generating":[132],"that":[135],"were":[136],"more":[137],"efficient":[138],"than":[139],"current":[140],"practice.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}