{"id":54,"date":"2020-05-11T21:25:47","date_gmt":"2020-05-12T01:25:47","guid":{"rendered":"https:\/\/carleton.ca\/phm\/?page_id=54"},"modified":"2025-12-14T11:53:02","modified_gmt":"2025-12-14T16:53:02","slug":"featured-publications","status":"publish","type":"page","link":"https:\/\/carleton.ca\/phm\/featured-publications\/","title":{"rendered":"Featured Papers"},"content":{"rendered":"<ul>\n<li>Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. <em>Applied Energy<\/em>. 173: 29-39. <strong>(ESI Highly Cited Paper; Impact factor: 11; Citation: 376)<\/strong><\/li>\n<li>Zhao, R., Zhang, S.J., Liu, J., and Gu, J. (2015) A review of thermal performance improving methods of lithium ion battery: from aspects of electrode modification and thermal management system. <em>Journal of Power Sources<\/em>. 299(20): 557-577. <strong>(Impact factor: 7.9; Citation: 389)<\/strong><\/li>\n<li>Zhao, R., Gu, J., and Liu, J. (2015) An experimental study of heat pipe thermal management system with wet cooling method for lithium ion batteries. <em>Journal of Power Sources<\/em>. 273: 1089-1097. <strong>(Impact factor: 7.9; Citation: 380)<\/strong><\/li>\n<li>Zhao, R., Liu, J., and Gu, J. (2015) The effects of electrode thickness on the electrochemical and thermal characteristics of lithium ion battery. <em>Applied Energy<\/em>. 139: 220-229. <strong>(ESI Highly Cited Paper; Impact factor: 11; Citation: 326)<\/strong><\/li>\n<li>Zhang, Z.H., Liu, J., Gu, J., Su, L., and Cheng, L.F. (2014) An overview on metal oxide materials as electrocatalysts and supports for polymer electrolyte fuel cells<em>. Energy &amp; Environmental Science<\/em>. 7: 2535-2558. <strong>(ESI Highly Cited Paper; Impact factor: 31; Citation: 534)<\/strong><\/li>\n<li>Liu, J. (2012) Shannon wavelet spectrum analysis on truncated vibration signal for machine incipient fault detection. <em>Measurement Science and Technology<\/em>. 23: 055604 (11pp). <strong>(Regarded as one of the seminal\/pioneering papers in fault detection)<\/strong><\/li>\n<li>Liu, J., Wang, W., Ma, F., Yang, Y.B., and Yang, C.S. (2012) A data-model-fusion prognostic framework for dynamic system state forecasting. <em>Engineering Applications of Artificial Intelligence<\/em>. 25: 814-823. <strong>(Citation: 247; Cited by Wikipedia under &#8220;Prognostics&#8221; as one of the seminal\/pioneering papers in hybrid prognostics and model-fusion strategy; model-fusion strategy is believed to be one of the most promising approaches in PHM applications)<\/strong><\/li>\n<li>Liu, J., Wang, W., and Ma, F. (2011) A regularized auxiliary particle filtering approach for system state estimation and battery life prediction. <em>Smart Materials and Structures<\/em>. 20: 1-9. <strong>(Cited by Wikipedia under &#8220;Particle filter&#8221; as one key variant of particle filter; Regarded as one of the seminal\/pioneering papers in the application of particle filtering in PHM)<\/strong><\/li>\n<li>Liu, J., Wang, W., Golnaraghi, F., and Kubica, E. (2010) A novel fuzzy framework for nonlinear system control. <em>Fuzzy Sets and Systems<\/em>. 161: 2746-2759. <strong>(Cited by Wikipedia under &#8220;Intelligent control&#8221;)<\/strong><\/li>\n<li>Liu, J., Wang, W., Golnaraghi, F. (2010) An enhanced diagnostic scheme for bearing condition monitoring. <em>IEEE Transactions on Instrumentation and Measurement<\/em>. 59: 309-321. <strong>(Cited by Wikipedia under &#8220;Maintenance (Technical)&#8221;)<\/strong><\/li>\n<li>Liu, J., Saxena, A., Goebel, K., Saha, B., and Wang, W. (2010) An adaptive recurrent neural network for remaining useful life prediction of lithium-ion batteries. <em>Proceedings of the Annual Conference of the Prognostics and Health Management Society<\/em>, Portland, Oregon, USA, October 10-16. <strong>(Citation: 344; Regarded as one of the seminal\/pioneering papers in intelligent battery life prediction)<\/strong><\/li>\n<li>Liu, K., and Liu, J. (2005) The damped dynamic vibration absorbers: revisited and new result. <em>Journal of Sound and Vibration<\/em>. 284: 1181-1189. <strong>(Citation: 291)<\/strong><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. Applied Energy. 173: 29-39. (ESI Highly Cited Paper; Impact factor: 11; Citation: 376) Zhao, R., Zhang, S.J., Liu, J., and Gu, J. (2015) A review of thermal performance improving methods of lithium ion battery: from aspects of [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_mi_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Featured Papers - Research on Prognostics and Health Management<\/title>\n<meta name=\"description\" content=\"Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. Applied Energy. 173: 29-39. (ESI Highly Cited\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/carleton.ca\/phm\/featured-publications\/\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/carleton.ca\/phm\/featured-publications\/\",\"url\":\"https:\/\/carleton.ca\/phm\/featured-publications\/\",\"name\":\"Featured Papers - Research on Prognostics and Health Management\",\"isPartOf\":{\"@id\":\"https:\/\/carleton.ca\/phm\/#website\"},\"datePublished\":\"2020-05-12T01:25:47+00:00\",\"dateModified\":\"2025-12-14T16:53:02+00:00\",\"description\":\"Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. Applied Energy. 173: 29-39. (ESI Highly Cited\",\"breadcrumb\":{\"@id\":\"https:\/\/carleton.ca\/phm\/featured-publications\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/carleton.ca\/phm\/featured-publications\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/carleton.ca\/phm\/featured-publications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/carleton.ca\/phm\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Featured Papers\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/carleton.ca\/phm\/#website\",\"url\":\"https:\/\/carleton.ca\/phm\/\",\"name\":\"Research on Prognostics and Health Management\",\"description\":\"ÐÓ°ÉÔ­´´ University\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/carleton.ca\/phm\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Featured Papers - Research on Prognostics and Health Management","description":"Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. Applied Energy. 173: 29-39. (ESI Highly Cited","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/carleton.ca\/phm\/featured-publications\/","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/carleton.ca\/phm\/featured-publications\/","url":"https:\/\/carleton.ca\/phm\/featured-publications\/","name":"Featured Papers - Research on Prognostics and Health Management","isPartOf":{"@id":"https:\/\/carleton.ca\/phm\/#website"},"datePublished":"2020-05-12T01:25:47+00:00","dateModified":"2025-12-14T16:53:02+00:00","description":"Zhao, R., Liu, J., and Gu, J. (2016) Simulation and experimental study on lithium ion battery short circuit. Applied Energy. 173: 29-39. (ESI Highly Cited","breadcrumb":{"@id":"https:\/\/carleton.ca\/phm\/featured-publications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/carleton.ca\/phm\/featured-publications\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/carleton.ca\/phm\/featured-publications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/carleton.ca\/phm\/"},{"@type":"ListItem","position":2,"name":"Featured Papers"}]},{"@type":"WebSite","@id":"https:\/\/carleton.ca\/phm\/#website","url":"https:\/\/carleton.ca\/phm\/","name":"Research on Prognostics and Health Management","description":"ÐÓ°ÉÔ­´´ University","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/carleton.ca\/phm\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"acf":{"banner_image_type":"none","banner_button":"no"},"_links":{"self":[{"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/pages\/54"}],"collection":[{"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/comments?post=54"}],"version-history":[{"count":3,"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/pages\/54\/revisions"}],"predecessor-version":[{"id":246,"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/pages\/54\/revisions\/246"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/phm\/wp-json\/wp\/v2\/media?parent=54"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}