{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:32:58Z","timestamp":1778347978579,"version":"3.51.4"},"reference-count":26,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61671338"],"award-info":[{"award-number":["61671338"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51877161"],"award-info":[{"award-number":["51877161"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3167759","type":"journal-article","created":{"date-parts":[[2022,4,18]],"date-time":"2022-04-18T20:13:24Z","timestamp":1650312804000},"page":"89402-89413","source":"Crossref","is-referenced-by-count":57,"title":["Remaining Useful Life Prediction for Lithium-Ion Batteries Based on CS-VMD and GRU"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9320-0084","authenticated-orcid":false,"given":"Guorong","family":"Ding","sequence":"first","affiliation":[{"name":"College of Science, Wuhan University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2130-7672","authenticated-orcid":false,"given":"Wenbo","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Science, Wuhan University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ting","family":"Zhu","sequence":"additional","affiliation":[{"name":"College of Science, Wuhan University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3901\/jme.2021.14.118"},{"issue":"4","key":"ref2","first-page":"665","article-title":"Remaining useful life prediction of lithium-ion battery based on RPMDE-MKSVM","volume":"28","author":"Jian","year":"2021","journal-title":"Cont. Eng."},{"issue":"8","key":"ref3","first-page":"1827","article-title":"Prediction of battery remaining useful life based on wavelet packet energy entropy","volume":"35","author":"Chen","year":"2020","journal-title":"Trans. China Electrotech. Soc."},{"issue":"3","key":"ref4","first-page":"27","article-title":"Prediction of remaining useful life lithium-ion battery based on convex optimization-life parameter degradation mechanism model","volume-title":"Proc. CSU-EPSA","volume":"31","author":"Jiang"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2578950"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2018.10.019"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2808918"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2981947"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2968939"},{"issue":"10","key":"ref10","first-page":"213","article-title":"Remaining useful life prediction of lithium-ion battery based on CNN-bi-LSTM network","volume":"41","author":"Liang","year":"2021","journal-title":"Elec. Power Auto. Equip."},{"issue":"9","key":"ref11","first-page":"138","article-title":"WOA-ELM based indirect prediction of remaining useful life of lithium-ion battery","volume":"47","author":"Zhao","year":"2021","journal-title":"China Meas. Test"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2018.12.011"},{"issue":"1","key":"ref13","first-page":"1","article-title":"Capacity and remaining useful life of lithium-ion battery based on MEEMD and GPR","volume":"1","author":"Xiang","year":"2020","journal-title":"Elect. Meas. Inst."},{"issue":"7","key":"ref14","first-page":"985","article-title":"Combined prediction method of lithium-ion battery life based on CEEMDAN\u2013LSTM","volume":"43","author":"Yong-Sheng","year":"2021","journal-title":"Chin. J. Eng."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN45582.2020.9442125"},{"issue":"4","key":"ref16","first-page":"111","article-title":"Remaining useful life prediction method of lithium battery based on variational mode decomposition and integrated deep model","volume":"42","author":"Wang","year":"2021","journal-title":"Chin. J. Sci. Inst."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2016.2534258"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2932605"},{"issue":"11","key":"ref19","first-page":"21","article-title":"Energy consumption prediction of extruder based on GSA-AGRU","volume":"50","author":"Chen","year":"2021","journal-title":"Mech. Elec. Eng. Tech."},{"issue":"6","key":"ref20","first-page":"817","article-title":"Short-term power load forecasting under EMD-GRU attention mechanism","volume":"42","author":"Fang","year":"2021","journal-title":"J. Huaqiao Univ."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2288675"},{"issue":"18","key":"ref22","first-page":"8","article-title":"Survey of cuckoo search algorithm","volume":"54","author":"Zhang","year":"2018","journal-title":"Comp. Eng. Appl."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.11.054"},{"issue":"13","key":"ref24","first-page":"1","article-title":"A review of RUL prediction for lithium-ion battery based on data-driven","volume":"1","author":"Zhang","year":"2021","journal-title":"J. Power Sources"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2021.121022"},{"issue":"9","key":"ref26","first-page":"1058","article-title":"Remaining useful life prediction for lithium-ion batteries based on time interval of equal charging voltage difference","volume":"53","author":"Liu","year":"2019","journal-title":"J. Shanghai Jiaotong Univ."}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09758685.pdf?arnumber=9758685","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T20:14:04Z","timestamp":1705954444000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9758685\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3167759","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}