{"id":"https://openalex.org/W7223663434","doi":"https://doi.org/10.1177/03611981261480086","title":"Optimizing Temperature Measurement Infrastructure at the MnROAD Research Facility","display_name":"Optimizing Temperature Measurement Infrastructure at the MnROAD Research Facility","publication_year":2026,"publication_date":"2026-10-26","ids":{"openalex":"https://openalex.org/W7223663434","doi":"https://doi.org/10.1177/03611981261480086"},"language":"en","primary_location":{"id":"doi:10.1177/03611981261480086","doi":"https://doi.org/10.1177/03611981261480086","is_oa":false,"landing_page_url":"https://doi.org/10.1177/03611981261480086","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5031477090","display_name":"Bernard Igbafen Izevbekhai","orcid":"https://orcid.org/0000-0003-1024-2487","observed_orcids":["https://orcid.org/0000-0003-1024-2487"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bernard Igbafen Izevbekhai","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0000-0003-1024-2487","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080881019","display_name":"Joseph Herbert Podolsky","orcid":"https://orcid.org/0000-0003-1834-5026","observed_orcids":["https://orcid.org/0000-0003-1834-5026"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Podolsky","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0000-0003-1834-5026","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017441569","display_name":"Ceren Aydin","orcid":"https://orcid.org/0000-0002-0087-0319","observed_orcids":["https://orcid.org/0000-0002-0087-0319"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ceren Aydin","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-0087-0319","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004028635","display_name":"Emil Bautista","orcid":"https://orcid.org/0000-0001-7832-9058","observed_orcids":["https://orcid.org/0000-0001-7832-9058"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emil Bautista","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-7832-9058","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159707577","display_name":"Michael Wallace","orcid":"https://orcid.org/0009-0008-8106-2882","observed_orcids":["https://orcid.org/0009-0008-8106-2882"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wallace","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0009-0008-8106-2882","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056123018","display_name":"Tom Burnham","orcid":"https://orcid.org/0000-0001-5090-2895","observed_orcids":["https://orcid.org/0000-0001-5090-2895"]},"institutions":[{"id":"https://openalex.org/I1307569355","display_name":"Minnesota Department of Transportation","ror":"https://ror.org/04p63s850","country_code":"US","type":"government","lineage":["https://openalex.org/I1307569355"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Burnham","raw_affiliation_strings":["Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-5090-2895","affiliations":[{"raw_affiliation_string":"Minnesota Department of Transportation, Office of Materials and Road Research, Maplewood, MN, USA","institution_ids":["https://openalex.org/I1307569355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031477090"],"corresponding_institution_ids":["https://openalex.org/I1307569355"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12682","display_name":"Smart Materials for Construction","score":0.3662000000476837,"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"}},"topics":[{"id":"https://openalex.org/T12682","display_name":"Smart Materials for Construction","score":0.3662000000476837,"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/T13236","display_name":"Geotechnical and construction materials studies","score":0.12549999356269836,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.10819999873638153,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/thermistor","display_name":"thermistor","score":0.8999999761581421},{"id":"https://openalex.org/keywords/thermocouples","display_name":"thermocouples","score":1.0},{"id":"https://openalex.org/keywords/maturity-curves","display_name":"maturity curves","score":0.8270000219345093},{"id":"https://openalex.org/keywords/kullback-leibler-divergence","display_name":"Kullback-Leibler divergence","score":0.902999997138977},{"id":"https://openalex.org/keywords/concrete-pavement-durability","display_name":"concrete pavement durability","score":0.32499998807907104}],"concepts":[{"id":"https://openalex.org/C66726788","wikidata":"https://www.wikidata.org/wiki/Q175973","display_name":"Thermistor","level":2,"score":0.8266000151634216},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7627999782562256},{"id":"https://openalex.org/C168068576","wikidata":"https://www.wikidata.org/wiki/Q190241","display_name":"Thermocouple","level":2,"score":0.722599983215332},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.603600025177002},{"id":"https://openalex.org/C203763787","wikidata":"https://www.wikidata.org/wiki/Q371029","display_name":"Null (SQL)","level":2,"score":0.5565999746322632},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.48420000076293945},{"id":"https://openalex.org/C191988596","wikidata":"https://www.wikidata.org/wiki/Q628374","display_name":"Null hypothesis","level":2,"score":0.4668000042438507},{"id":"https://openalex.org/C72293138","wikidata":"https://www.wikidata.org/wiki/Q909741","display_name":"Temperature measurement","level":2,"score":0.42719998955726624},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4172999858856201},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4108999967575073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4075999855995178},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.37880000472068787},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34950000047683716},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.33469998836517334},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3172999918460846},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2806999981403351},{"id":"https://openalex.org/C19619285","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Observational error","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27549999952316284},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C104304963","wikidata":"https://www.wikidata.org/wiki/Q5316114","display_name":"Durability","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/03611981261480086","doi":"https://doi.org/10.1177/03611981261480086","is_oa":false,"landing_page_url":"https://doi.org/10.1177/03611981261480086","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W655329361","https://openalex.org/W3034164639","https://openalex.org/W4411632876"],"related_works":["https://openalex.org/W211279545","https://openalex.org/W2085707085","https://openalex.org/W4381245499","https://openalex.org/W2571460695","https://openalex.org/W636153943","https://openalex.org/W2529743423","https://openalex.org/W2796105661","https://openalex.org/W2786731935","https://openalex.org/W2062016311","https://openalex.org/W6967185983"],"abstract_inverted_index":{"At":[0],"the":[1,32,41,47,99,142,201,232],"MnROAD":[2,84],"Research":[3],"Facility,":[4],"construction":[5,42,60],"of":[6,19,54,66,119,133,205],"test":[7,22,29,87],"cells":[8],"with":[9],"various":[10],"materials":[11,43],"and":[12,16,35,62,72,79,117,140,160,190,203,207,242],"design":[13],"factorials,":[14],"instrumentation,":[15],"periodic":[17],"monitoring":[18,221],"over":[20,222],"100":[21],"sections":[23,88],"are":[24],"common.":[25],"In":[26,64],"a":[27],"typical":[28],"cell":[30],"construction,":[31],"labor,":[33],"sensor,":[34],"infrastructure":[36,67],"hardware":[37],"costs":[38],"usually":[39],"outweigh":[40],"cost":[44],"even":[45],"when":[46,136,153],"latter":[48],"is":[49],"not":[50],"normalized":[51],"from":[52,76,188,197],"economy":[53],"scale":[55],"relative":[56],"to":[57,214,239],"regular":[58],"network":[59],"size":[61],"costs.":[63],"search":[65],"optimization,":[68],"this":[69],"study":[70],"evaluated":[71],"compared":[73],"temperature":[74,192,220],"data":[75,135,193,240],"thermistors,":[77],"thermocouples,":[78],"maturity":[80,185,198,216],"sensors":[81,217],"in":[82,92,104,122,218,231,236],"four":[83],"concrete":[85],"pavement":[86,219],"that":[89,170],"were":[90,108,145],"constructed":[91],"2022.":[93],"Although":[94],"t":[95,158],"-tests":[96,159],"frequently":[97],"rejected":[98],"null":[100],"hypothesis":[101],"(indicating":[102],"differences":[103,107],"mean),":[105],"these":[106],"generally":[109],"negligible":[110],"(<0.02\u00b0C,":[111],"for":[112],"sample":[113],"space":[114],"n":[115],">5700":[116],"mean":[118],"approximately":[120],"24\u00b0C":[121],"each":[123,173],"sensor":[124,134,143,174,182],"case).":[125],"Kullback\u2013Leibler":[126],"(KL)":[127],"divergence":[128,132,152,167],"analysis":[129,168],"showed":[130],"slight":[131],"depth":[137,154],"changes":[138],"across":[139],"within":[141,172],"types":[144],"examined,":[146],"but":[147],"it":[148],"exhibited":[149],"almost":[150],"no":[151],"was":[155,176],"similar.":[156],"The":[157],"F":[161],"-test":[162],"as":[163,165,177,179],"well":[164],"KL":[166],"revealed":[169],"variability":[171,180],"type":[175],"significant":[178],"between":[181],"types.":[183],"Additionally,":[184],"curves":[186],"developed":[187],"thermocouple":[189],"thermistor":[191,208],"closely":[194],"matched":[195],"those":[196],"sensors.":[199],"Given":[200],"durability":[202],"capability":[204],"thermocouples":[206],"sensors,":[209],"they":[210],"offer":[211],"reliable":[212],"alternatives":[213],"traditional":[215],"time.":[223],"Results":[224],"obtained":[225],"will":[226],"eventuate":[227],"substantial":[228],"operational":[229],"efficiency":[230],"research":[233],"facility,":[234],"reflecting":[235],"efficient":[237],"service":[238],"users":[241],"other":[243],"customers.":[244]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-27T00:00:00"}
