{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T18:34:16Z","timestamp":1783708456624,"version":"3.55.0"},"reference-count":22,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/tits.2018.2792493","type":"journal-article","created":{"date-parts":[[2018,3,7]],"date-time":"2018-03-07T20:19:10Z","timestamp":1520453950000},"page":"3039-3045","source":"Crossref","is-referenced-by-count":6,"title":["A Panel Data Model-Based Multi-Factor Predictive Model of Highway Electromechanical Equipment Faults"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2802-6854","authenticated-orcid":false,"given":"Quan","family":"Yu","sequence":"first","affiliation":[{"name":"College Of Metropolitan Transportation, Beijing University of Technology, Beijing"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6924-1617","authenticated-orcid":false,"given":"Yu","family":"Qin","sequence":"additional","affiliation":[{"name":"College Of Metropolitan Transportation, Beijing University of Technology, Beijing"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2490-8748","authenticated-orcid":false,"given":"Peng","family":"Liu","sequence":"additional","affiliation":[{"name":"College Of Metropolitan Transportation, Beijing University of Technology, Beijing"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangli","family":"Ren","sequence":"additional","affiliation":[{"name":"College Of Metropolitan Transportation, Beijing University of Technology, Beijing"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","first-page":"97","article-title":"Status and analysis of fault prediction technology for electromechanical system","volume":"1","author":"xun","year":"2015","journal-title":"China Technology and Science"},{"key":"ref12","first-page":"85","article-title":"The influence of environmental temperature and humidity on the operation of medical equipment","volume":"25","author":"su","year":"2012","journal-title":"Medical Equipment"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2017.7510496"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2017.7510562"},{"key":"ref20","first-page":"8","article-title":"Comparison of reliability between ADF test and PP test","volume":"14","author":"jin","year":"2007","journal-title":"Stat Decision"},{"key":"ref11","first-page":"76","article-title":"Influence of temperature and humidity on electrical equipment in coal mine","volume":"35","author":"li","year":"2014","journal-title":"Coal Mine Machinery"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/COBEP.2013.6785228"},{"key":"ref10","first-page":"1412","article-title":"Effect of temperature and humidity on electrical automation equipment","volume":"27","author":"zhao","year":"2015","journal-title":"Journal of Architectural Engineering Technology"},{"key":"ref21","first-page":"121","article-title":"Influence of environmental factors on component\/equipment reliability","volume":"5","author":"rao","year":"1998","journal-title":"Indian J Eng Mater Sci"},{"key":"ref2","first-page":"99","article-title":"Discussion on the experience of maintenance and management of expressway mechanical and electrical equipment","volume":"5","author":"ma","year":"2014","journal-title":"Science of Technology Innovation"},{"key":"ref1","article-title":"Research and application of multi-dimensional classification of highway electromechanical equipment","author":"fu","year":"2014"},{"key":"ref17","first-page":"21","article-title":"Application status and development trend of panel data model","volume":"17","author":"hu","year":"2010","journal-title":"Stat Decision"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2015.2498119"},{"key":"ref19","first-page":"49","article-title":"Discussion on the method and stability of panel unit root test","volume":"40","author":"lv","year":"2010","journal-title":"Journal of Management Science Journal"},{"key":"ref18","article-title":"Research on testing methods in panel data models","author":"chen","year":"2010"},{"key":"ref8","first-page":"1","article-title":"Weather impact on components reliability: A model for MV electrical networks","author":"carer","year":"2008","journal-title":"Proc Int Conf Probab Methods Appl Power Syst"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1115\/POWER2010-27057"},{"key":"ref9","first-page":"239","article-title":"Research on the influence of temperature and humidity factor on the electric power equipment based on the environmental experiment platform in Yunnan","volume":"14","author":"tang","year":"2014","journal-title":"Sci Technol Eng"},{"key":"ref4","first-page":"123","article-title":"Fault causes and preventive measures of expressway mechanical and electrical equipment","volume":"5","author":"luo","year":"2011","journal-title":"Western China Communications Science & Technology"},{"key":"ref3","first-page":"276","article-title":"Analysis on the causes of failure of mechanical and electrical equipment and preventive measures","volume":"7","author":"zhou","year":"2015","journal-title":"J Highway Transp Res Develop"},{"key":"ref6","first-page":"160","article-title":"Fault causes and solutions of mechanical and electrical equipment in expressway","volume":"4","author":"zhang","year":"2013","journal-title":"Henan science and technology"},{"key":"ref5","first-page":"263","article-title":"Discussion on the cause and prevention of mechanical and electrical equipment fault in expressway","volume":"1","author":"li","year":"2016","journal-title":"Informatization Construction"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/8458340\/08307776.pdf?arnumber=8307776","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,12]],"date-time":"2023-01-12T19:40:09Z","timestamp":1673552409000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8307776\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":22,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tits.2018.2792493","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}