Search Results - "Fengchun Sun"

Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles by Chao Sun, Xiaosong Hu, Moura, Scott J., Fengchun Sun

“…The performance and practicality of predictive energy management in hybrid electric vehicles (HEVs) are highly dependent on the forecast of future vehicular…”
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Reinforcement Learning of Adaptive Energy Management With Transition Probability for a Hybrid Electric Tracked Vehicle by Liu, Teng, Zou, Yuan, Liu, Dexing, Sun, Fengchun

“…A reinforcement learning-based adaptive energy management (RLAEM) is proposed for a hybrid electric tracked vehicle (HETV) in this paper. A control oriented…”
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A review of supercapacitor modeling, estimation, and applications: A control/management perspective by Zhang, Lei, Hu, Xiaosong, Wang, Zhenpo, Sun, Fengchun, Dorrell, David G.

“…Supercapacitors (SCs) have high power density and exceptional durability. Progress has been made in their materials and chemistries, while extensive research…”
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Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles by Xiong, Rui, Cao, Jiayi, Yu, Quanqing, He, Hongwen, Sun, Fengchun

“…Battery technology is the bottleneck of the electric vehicles (EVs). It is important, both in theory and practical application, to do research on the modeling…”
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Deep learning to estimate lithium-ion battery state of health without additional degradation experiments by Lu, Jiahuan, Xiong, Rui, Tian, Jinpeng, Wang, Chenxu, Sun, Fengchun

“…State of health is a critical state which evaluates the degradation level of batteries. However, it cannot be measured directly but requires estimation. While…”
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Evaluation on State of Charge Estimation of Batteries With Adaptive Extended Kalman Filter by Experiment Approach by Xiong, Rui, He, Hongwen, Sun, Fengchun, Zhao, Kai

“…An accurate State-of-Charge (SoC) estimation plays a significant role in battery systems used in electric vehicles due to the arduous operation environments…”
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A novel echelon internal heating strategy of cold batteries for all-climate electric vehicles application by Guo, Shanshan, Xiong, Rui, Wang, Kan, Sun, Fengchun

“…•A novel echelon preheating strategy is proposed for all-climate battery.•A novel electro-thermal coupled model has proposed for calculating battery…”
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A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles by Xiong, Rui, Sun, Fengchun, Chen, Zheng, He, Hongwen

“…•A data-driven multi-scale extended Kalman filtering is developed for battery system.•A lumped parameter battery model against different aging levels has been…”
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A data-driven based adaptive state of charge estimator of lithium-ion polymer battery used in electric vehicles by Xiong, Rui, Sun, Fengchun, Gong, Xianzhi, Gao, Chenchen

“…•A lumped parameter battery model against different battery aging levels is proposed.•The RLS based method is used to identify the parameter of battery model…”
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An Overview on Thermal Safety Issues of Lithium-ion Batteries for Electric Vehicle Application by Zhang, Jianan, Zhang, Lei, Sun, Fengchun, Wang, Zhenpo

“…Lithium-ion batteries (LIBs) are being intensively studied and universally used as power sources for electric vehicle applications. Despite the staggering…”
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State-of-Charge Estimation of the Lithium-Ion Battery Using an Adaptive Extended Kalman Filter Based on an Improved Thevenin Model by He, Hongwen, Xiong, Rui, Zhang, Xiaowei, Sun, Fengchun, Fan, JinXin

“…An adaptive Kalman filter algorithm is adopted to estimate the state of charge (SOC) of a lithium-ion battery for application in electric vehicles (EVs)…”
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Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles by Sun, Fengchun, Hu, Xiaosong, Zou, Yuan, Li, Siguang

“…An accurate battery State of Charge estimation is of great significance for battery electric vehicles and hybrid electric vehicles. This paper presents an…”
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Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles by Chao Sun, Moura, Scott Jason, Xiaosong Hu, Hedrick, J. Karl, Fengchun Sun

“…Recent advances in traffic monitoring systems have made real-time traffic velocity data ubiquitously accessible for drivers. This paper develops a traffic…”
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Estimation of state-of-charge and state-of-power capability of lithium-ion battery considering varying health conditions by Sun, Fengchun, Xiong, Rui, He, Hongwen

“…Battery state-of-charge (SoC) and state-of-power capability (SoP) are two of the most significant decision factors for energy management system in electrified…”
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Comparative Study of Dynamic Programming and Pontryagin’s Minimum Principle on Energy Management for a Parallel Hybrid Electric Vehicle by Yuan, Zou, Teng, Liu, Fengchun, Sun, Peng, Huei

“…This paper compares two optimal energy management methods for parallel hybrid electric vehicles using an Automatic Manual Transmission (AMT). A…”
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Robustness analysis of State-of-Charge estimation methods for two types of Li-ion batteries by Hu, Xiaosong, Li, Shengbo, Peng, Huei, Sun, Fengchun

“…Battery State of Charge (SOC) estimation is an important function for battery management systems and critical for the reliable operations of batteries. This…”
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Application Study on the Dynamic Programming Algorithm for Energy Management of Plug-in Hybrid Electric Vehicles by Wang, Ximing, He, Hongwen, Sun, Fengchun, Zhang, Jieli

“…To explore the problems associated with applying dynamic programming (DP) in the energy management strategies of plug-in hybrid electric vehicles (PHEVs), a…”
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Charging time and loss optimization for LiNMC and LiFePO4 batteries based on equivalent circuit models by Hu, Xiaosong, Li, Shengbo, Peng, Huei, Sun, Fengchun

“…Battery management system monitors and mitigates the operation of battery cells and stacks and is important for battery safety and reliability. This paper…”
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A data-driven adaptive state of charge and power capability joint estimator of lithium-ion polymer battery used in electric vehicles by Xiong, Rui, Sun, Fengchun, He, Hongwen, Nguyen, Trong Duy

“…An accurate SoC (state of charge) and SoP (state of power capability) joint estimator is the most significant techniques for electric vehicles. This paper…”
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Model-based state of charge and peak power capability joint estimation of lithium-ion battery in plug-in hybrid electric vehicles by Xiong, Rui, He, Hongwen, Sun, Fengchun, Liu, Xinlei, Liu, Zhentong

“…This paper uses an adaptive extended Kalman filter (AEKF)-based method to jointly estimate the State of Charge (SoC) and peak power capability of a lithium-ion…”
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