{"id":"https://openalex.org/W2993028486","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000871","title":"Dynamic, Data-Driven Decision-Support Approach for Construction Equipment Acquisition and Disposal","display_name":"Dynamic, Data-Driven Decision-Support Approach for Construction Equipment Acquisition and Disposal","publication_year":2019,"publication_date":"2019-12-06","ids":{"openalex":"https://openalex.org/W2993028486","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000871","mag":"2993028486"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000871","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000871","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/A5100353205","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-1232-8308"},"institutions":[{"id":"https://openalex.org/I247776828","display_name":"Canadian Natural Resources","ror":"https://ror.org/025nszc09","country_code":"CA","type":"company","lineage":["https://openalex.org/I247776828"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Ph.D. Student, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ph.D. Student, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2","institution_ids":["https://openalex.org/I247776828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102025723","display_name":"Zhen Lei","orcid":"https://orcid.org/0000-0002-0826-9763"},"institutions":[{"id":"https://openalex.org/I247776828","display_name":"Canadian Natural Resources","ror":"https://ror.org/025nszc09","country_code":"CA","type":"company","lineage":["https://openalex.org/I247776828"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zhen Lei","raw_affiliation_strings":["Postdoctoral Fellow, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postdoctoral Fellow, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2","institution_ids":["https://openalex.org/I247776828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014628132","display_name":"David Ormrod Morley","orcid":"https://orcid.org/0000-0002-9209-319X"},"institutions":[{"id":"https://openalex.org/I252914616","display_name":"BP (Canada)","ror":"https://ror.org/051177492","country_code":"CA","type":"company","lineage":["https://openalex.org/I20303223","https://openalex.org/I252914616"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Morley","raw_affiliation_strings":["Equipment Process and Analytics Specialist, Graham Construction and Engineering Inc., 8404 McIntyre Rd. NW, Edmonton, AB, Canada T6E 6V3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Equipment Process and Analytics Specialist, Graham Construction and Engineering Inc., 8404 McIntyre Rd. NW, Edmonton, AB, Canada T6E 6V3","institution_ids":["https://openalex.org/I252914616"]}]},{"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/I247776828","display_name":"Canadian Natural Resources","ror":"https://ror.org/025nszc09","country_code":"CA","type":"company","lineage":["https://openalex.org/I247776828"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Simaan M. AbouRizk","raw_affiliation_strings":["Distinguished University Professor, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-4788-9121","affiliations":[{"raw_affiliation_string":"Distinguished University Professor, 5-080\u2009\u2009Markin/CNRL Natural Resources Engineering Facility, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2W2 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I247776828"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018366779"],"corresponding_institution_ids":["https://openalex.org/I247776828"],"apc_list":null,"apc_paid":null,"fwci":2.58,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8939685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/excavator","display_name":"Excavator","score":0.7897729873657227},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5474295616149902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.538762092590332},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.49715545773506165},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.4890373647212982},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4571651220321655},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4472905397415161},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34466809034347534},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33362340927124023},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32259583473205566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17481985688209534},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1116723120212555}],"concepts":[{"id":"https://openalex.org/C141392084","wikidata":"https://www.wikidata.org/wiki/Q182661","display_name":"Excavator","level":2,"score":0.7897729873657227},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5474295616149902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.538762092590332},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49715545773506165},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.4890373647212982},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4571651220321655},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4472905397415161},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34466809034347534},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33362340927124023},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32259583473205566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17481985688209534},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1116723120212555},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000871","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000871","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W611908776","https://openalex.org/W1972258355","https://openalex.org/W1979855741","https://openalex.org/W1987528910","https://openalex.org/W1987985866","https://openalex.org/W1988520084","https://openalex.org/W1993677782","https://openalex.org/W1993733986","https://openalex.org/W1996835742","https://openalex.org/W2051691704","https://openalex.org/W2053441552","https://openalex.org/W2056760934","https://openalex.org/W2069999842","https://openalex.org/W2092845636","https://openalex.org/W2098255818","https://openalex.org/W2138309709","https://openalex.org/W2140092692","https://openalex.org/W2205836349","https://openalex.org/W2249658000","https://openalex.org/W2276053242","https://openalex.org/W2582743722","https://openalex.org/W2743381849","https://openalex.org/W2799904890","https://openalex.org/W2890585627","https://openalex.org/W2970576388","https://openalex.org/W4232383088","https://openalex.org/W4232700292","https://openalex.org/W4233782578","https://openalex.org/W4235840172","https://openalex.org/W4239137788","https://openalex.org/W4292403327"],"related_works":["https://openalex.org/W3003601017","https://openalex.org/W2038528908","https://openalex.org/W2997898942","https://openalex.org/W2997279469","https://openalex.org/W2901741596","https://openalex.org/W2363098002","https://openalex.org/W2347606691","https://openalex.org/W2466671794","https://openalex.org/W2391703932","https://openalex.org/W2370050348"],"abstract_inverted_index":{"Successful":[0],"acquisition":[1],"and":[2,12,49,65,96,124],"disposal":[3],"of":[4,20,27,62,74,92,98,106,111,126,134],"construction":[5,112],"equipment\u2014a":[6],"capital-intensive":[7],"business":[8],"process\u2014requires":[9],"both":[10],"experience":[11],"expertise,":[13],"particularly":[14],"when":[15],"assessing":[16,28],"fair":[17],"market":[18,31,44],"values":[19,79],"equipment.":[21],"Although":[22],"advanced":[23],"predictive":[24],"models":[25,37],"capable":[26,61,133],"equipment":[29,76,99],"residual":[30],"value":[32],"have":[33],"been":[34],"developed,":[35],"these":[36],"cannot":[38],"be":[39],"automatically":[40],"updated":[41],"with":[42],"new":[43],"data,":[45],"rendering":[46],"them":[47],"less":[48,50],"accurate":[51],"over":[52],"time.":[53],"This":[54,84],"study":[55],"proposes":[56],"a":[57,107],"Bayesian":[58],"inference\u2013based":[59],"method":[60,85],"integrating":[63],"historical":[64],"dynamic":[66],"data":[67,105],"to":[68,88,100,120],"more":[69],"dependably":[70],"predict":[71],"the":[72,114,122,127],"likelihood":[73],"acquiring":[75],"at":[77],"bargain":[78],"(i.e.,":[80],"lower":[81],"than":[82],"market).":[83],"is":[86],"intended":[87],"better":[89],"inform":[90],"practitioners":[91],"ideal":[93],"times,":[94],"locations,":[95],"makes/models":[97],"purchase":[101],"or":[102],"sell.":[103],"Historical":[104],"commonly":[108],"used":[109,119],"piece":[110],"equipment,":[113],"CAT":[115],"320":[116],"Excavator,":[117],"were":[118],"demonstrate":[121],"feasibility":[123],"validity":[125],"proposed":[128],"approach,":[129],"which":[130],"was":[131],"found":[132],"generating":[135],"dependable,":[136],"representative":[137],"results.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}