Siyu Jin - Dissemin

All papers authored by Siyu Jin

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2022 Jia Guo, Siyu Jin

, Xin Sui, Xinrong Huang, Yaqi Li, Peter Kjær Kristensen, Deyong Wang, Kjeld Pedersen, Leonid Gurevich, Daniel-Ioan Stroe

Unravelling and quantifying the aging processes of commercial Li(Ni 0.5Co 0.2Mn 0.3)O 2/graphite lithium-ion batteries under constant current cycling

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Shunli Wang

, Paul Takyi-Aninakwa, Siyu Jin

, Chunmei Yu, Carlos Fernandez, Daniel-Ioan Stroe

An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation

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This paper is made freely available by the publisher.

Shunli Wang

, Pu Ren, Paul Takyi-Aninakwa

, Siyu Jin

, Carlos Fernandez

A Critical Review of Improved Deep Convolutional Neural Network for Multi-Timescale State Prediction of Lithium-Ion Batteries

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Shunli Wang, Paul Takyi-Aninakwa, Yongcun Fan, Chunmei Yu, Siyu Jin

, Carlos Fernandez, Daniel-Ioan Stroe

A novel feedback correction-adaptive Kalman filtering method for the whole-life-cycle state of charge and closed-circuit voltage prediction of lithium-ion batteries based on the second-order electrical equivalent circuit model

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2021 Siyu Jin

, Xin Sui

, Xinrong Huang

, Shunli Wang

, Remus Teodorescu, Daniel-Ioan Stroe

Overview of Machine Learning Methods for Lithium-Ion Battery Remaining Useful Lifetime Prediction

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Shunli Wang

, Yongcun Fan, Chunmei Yu, Siyu Jin

, Carlos Fernandez, Daniel‐Ioan Stroe

Improved covariance matching—electrical equivalent modeling for accurate internal state characterization of packing lithium‐ion batteries

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Shunli Wang

, Siyu Jin

, Dekui Bai, Yongcun Fan, Haotian Shi, Carlos Fernandez

A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries

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Xinrong Huang, Siyu Jin

, Jinhao Meng, Remus Teodorescu, Daniel-Ioan Stroe

The Effect of Pulsed Current on the Lifetime of Lithium-ion Batteries

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Shunli Wang, Siyu Jin

, Dan Deng, Carlos Fernandez

A Critical Review of Online Battery Remaining Useful Lifetime Prediction Methods

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Liang Zhang

, Shunli Wang

, Chuanyun Zou, Yongcun Fan, Siyu Jin

, Carlos Fernandez

A novel streamlined particle‐unscented Kalman filtering method for the available energy prediction of lithium‐ion batteries considering the time‐varying temperature‐current influence

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Siyu Jin

, Xinrong Huang, Xin Sui, Shun-Li Wang, Remus Teodorescu, Daniel-Ioan Stroe

Overview of Methods for Battery Lifetime Extension

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All papers authored by Siyu Jin