{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T18:56:57Z","timestamp":1775242617897,"version":"3.50.1"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFE0116300"],"award-info":[{"award-number":["2019YFE0116300"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["5630104921"],"award-info":[{"award-number":["5630104921"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2021TQ0090"],"award-info":[{"award-number":["2021TQ0090"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2021M701006"],"award-info":[{"award-number":["2021M701006"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005046","name":"Natural Science Foundation of Heilongjiang Province","doi-asserted-by":"publisher","award":["JJ2020ZD0015"],"award-info":[{"award-number":["JJ2020ZD0015"]}],"id":[{"id":"10.13039\/501100005046","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1109\/tits.2021.3131319","type":"journal-article","created":{"date-parts":[[2021,12,10]],"date-time":"2021-12-10T20:37:39Z","timestamp":1639168659000},"page":"22409-22420","source":"Crossref","is-referenced-by-count":15,"title":["Heat Exchange Capacity Prediction of Borehole Heat Exchanger (BHE) From Infrastructure Based on Machine Learning (ML) Methods"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1713-3523","authenticated-orcid":false,"given":"Fujiao","family":"Tang","sequence":"first","affiliation":[{"name":"School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1653-654X","authenticated-orcid":false,"given":"Hossein","family":"Nowamooz","sequence":"additional","affiliation":[{"name":"ICUBE, CNRS, INSA de Strasbourg, Strasbourg, France"}]},{"given":"Dawei","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7634-7380","authenticated-orcid":false,"given":"Jin","family":"Luo","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, China University of Geosciences, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0766-7468","authenticated-orcid":false,"given":"Wanli","family":"Wang","sequence":"additional","affiliation":[{"name":"Chinese Academy of Geological Sciences, Institute of Hydrogeology and Environmental Geology, Shijiazhuang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1157-255X","authenticated-orcid":false,"given":"Xiaoguang","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Yangzhou University, Yangzhou, China"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2019.05.120"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.08.018"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-2070(97)00044-7"},{"key":"ref30","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2019.07.029"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref35","author":"hastie","year":"2009","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1006\/ijhc.1987.0321"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.04.094"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2016.10.006"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2016.08.097"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.geothermics.2012.03.001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1177\/1420326X19894037"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2019.04.069"},{"key":"ref16","first-page":"843","article-title":"Experimental investigation on the effect of soil type to the ground source heat pump&#x2019;s performance and energy consumption","volume":"2a","author":"acar","year":"2019","journal-title":"Journal of Thermal Science"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2016.02.039"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2014.02.044"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10040-013-1060-6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2019.113448"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2018.04.142"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2016.12.098"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.gete.2016.02.003"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2018.04.019"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1016\/j.eng.2020.07.030","article-title":"The state-of-the-art review on applications of intrusive sensing, image processing techniques, and machine learning methods in pavement monitoring and analysis","volume":"7","author":"hou","year":"2021","journal-title":"Engineering"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2012.07.025"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2020.116241"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"1075","DOI":"10.1080\/10789669.2011.610281","article-title":"Development of spiral heat source model for novel pile ground heat exchangers","volume":"47","author":"man","year":"2011","journal-title":"HVAC&R Res"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2014.12.015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2019.11.158"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.05.073"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/gwat.12162"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.07.073"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2018.12.044"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.07.010"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.02.160"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.10.032"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2013.08.019"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9942712\/09646500.pdf?arnumber=9646500","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,14]],"date-time":"2024-09-14T06:47:54Z","timestamp":1726296474000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9646500\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11]]},"references-count":38,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tits.2021.3131319","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11]]}}}