2002-2006:上海交通大学化学化工学院,化学工程与工艺,学士
2006-2009:中科院大连化学物理研究所,化学工程,硕士
2013-2017:上海交通大学化学化工学院,应用化学,博士
2009-2017:上海交通大学化学化工学院,研究实习员
2018-2021:上海交通大学化学化工学院,助理研究员
2022-至今: 上海交通大学化学化工学院,副研究员
(1)电池管理系统:高精度电池建模方法,精准状态估计方法,电池组一致性评估方法,异常电池识别技术,安全预警方法,最优充电技术
(2)电池优化设计:电-热-机械多物理场耦合建模方法,多尺度参数优化设计方法
(3)能源互联网:多能耦合系统建模、运行优化与能量管理方法
主持国家自然科学面上基金1项,
国家自然科学
基金青年科学基金1项,主持国家重大研发计划子课题2项,参与973以及国家自然科学基金面上项目多项。
代表性论文专著
[18]
Jiani Shen
, Qiankun Wang, Chao Wang, Yijun He
*
.
Discriminating internal multi-parameter difference from shape dissimilarity between voltage curves of lithium-ion batteries
.
IEEE Transactions on Industrial Informatics
,
2023, DOI: 10.1109/TII.2023.3281848
.
[17] Yifeng Feng, Chao Wang,
Jiani Shen
,
Yijun He*
.
Kinetic resolution of thermal runaway for lithium-ion batteries: A Gaussian surrogate-assisted separate optimization approach.
Chemical Engineering Science
, 2023, 277, 118875.
[16] Zhengce Xu, Xiaojian Dong,
Jiani Shen
,
Yijun He*
.
Integrated experimental and modeling approach to evaluate surface crystallization on polymer coatings.
Industrial & Engineering Chemistry Research
, 2023, 62, 556-570.
[15] Xiaojian Dong,
Jiani Shen
, Zifeng Ma, Yijun He*. Robust optimal operation of continuous catalytic reforming process under feedstock uncertainty.
International Journal of Hydrogen Energy
, 2022, 47, 35641.
[14] Xiaojian Dong,
Jiani Shen
, Zifeng Ma,
Yijun He*
. Simultaneous operating temperature and output power prediction method for photovoltaic modules.
Energy
, 2022, 260
,
124909.
[13]
Jiani Shen
, Qiankun Wang, Zifeng Ma, Yijun He
*
. Nonlinear optimization strategy for state of power estimation of lithium-ion batteries: A systematical uncertainty analysis of key impact parameters.
IEEE Transactions on Industrial Informatics
, 2022, 18, 6680-6689.
[12]
Jiani Shen
, Qiankun Wang, Guangjin Zhao, Zifeng Ma, Yijun He
*
. A joint moving horizon strategy for state-of-charge estimation of lithium-ion batteries under combined measurement uncertainty.
Journal of Energy Storage
, 2021, 44, 103316.
[11] Xiaojian Dong,
Jiani Shen
*, Guoxin He, Zifeng Ma, Yijun He
*
. A general radial basis function neural network assisted hybrid modeling method for photovoltaic cell operating temperature prediction.
Energy
, 2021, 234, 121212.
[10] Qiankun Wang,
Jiani Shen
*, Zifeng Ma, Yijun He
*
. Decoupling Parameter Estimation Strategy based Electrochemical-Thermal Coupled Modeling Method for Large Format Lithium-ion Batteries with Internal Temperature Experimental Validation.
Chemical Engineering Journal
, 2021, 424, 130308.
[9] Yifeng Feng,
Jiani Shen
, Zifeng Ma*, Yijun He
*
. Equivalent Circuit Modeling of Sodium-ion Batteries.
Journal of Energy Storage
, 2021, 43, 103233.
[8] Qiankun Wang,
Jiani Shen
,
Yijun He
*
, Zifeng Ma. Design and management of lithium-ion batteries: a perspective from modeling, simulation and optimization.
Chinese Physics B
, 2020, 29(6), 068201.
[7]
Jiani Shen
, Jiajin Shen, Yijun He
*
, Zifeng Ma. Accurate State of Charge Estimation with Model Mismatch for Li-ion Batteries: A Joint Moving Horizon Estimation Approach.
IEEE Transactions on Power Electronics
, 2019, 34, 4329-4342.
[6]
沈佳妮
, 贺益君, 马紫峰. 基于模型的锂离子电池SOC及SOH估计方法研究进展.
化工学报
, 2018, 69(1):8.
[5] Qiankun Wang, Yijun He
*
,
Jiani Shen
, Xiaosong Hu*, Zifeng Ma. State of Charge-Dependent Polynomial Equivalent Circuit Modeling for Electrochemical Impedance Spectroscopy of Lithium-ion Batteries.
IEEE Transactions on Power Electronics
, 2018, 33, 8449-8460.
[4] Xiaojian Dong, Yijun He
*
,
Jiani Shen
, Zifeng Ma. Multi-zone parallel-series plug flow reactor model with catalyst deactivation effect for continuous catalytic reforming.
Chemical Engineering Science
, 2018, 175, 306-319.
[3] Qiankun Wang, Yijun He
*
,
Jiani Shen
, Zifeng Ma, Guobin Zhong. A unified modeling framework for lithium-ion batteries: an artificial neural network based thermal coupled equivalent circuit model approach.
Energy
, 2017, 138, 118-132.
[2]
Jiani Shen
, Yijun He
*
, Zifeng Ma, Hongbin Luo, Zifeng Zhang. Online state of charge estimation of lithium-ion batteries: A moving horizon estimation approach.
Chemical Engineering Science
, 2016, 154, 42-53.
[1]
Jiani Shen
, Yijun He
*
, Zifeng Ma. Simultaneous model selectiion and parameter estimation for lithium-ion batteries: A sequential MINLP solution approach.
AIChE Journal
, 2016, 62, 78-89.
专著:沈佳妮,陈黎明,马紫峰,反应粉碎过程原理及应用,李洪钟主编,《过程工程:物质•能源•智慧》,pp325-336,科学出版社,2010
软件版权登记及专利
[16] 一种基于多维标度法的锂离子电池多参数一致性可视化识别方法,CN202211267556.8, 2022
[15] 基于自适应信息融合的电池健康状态预测方法及设备,CN202110341864.X, 2021
[14] 基于电流积分约束的钠离子电池荷电状态估计方法及设备,CN202110341866.9, 2021
[13] 一种多约束条件下的锂离子电池功率状态估计方法,CN202011161636.6,2020
[11] 一种光伏电池工作温度与发电功率联合估计方法,CN201910318332.7, 2019
[10] 一种通用化光伏电池工作温度预测方法及装置,CN201910318958.8, 2019
[9] 催化重整反应器模拟优化软件V1.0, 2018SR192544, 2018
[8] 一种基于噪声跟踪的锂电池荷电状态估算方法, CN2017114666187.X, 2018
[7] 一种锂离子电池荷电状态与模型参数自适应联合估计方法, CN2017114625223.X, 2018
[6] 串联结构锂离子电池组一致性可视化评价方法, CN201711147270.5, 2017
[5] 锂离子电池的充电方法, CN201710375164.6, 2017
[4] 一种锂离子电池的SOC和SOH联合估计方法, CN201710308354.6, 2017
[3] 一种串联结构电池组的一致性评价方法及装置, CN201710308848.4, 2017
[2] 一种锂离子电池健康状态预测方法及装置, CN201611052735.4, 2016
[1] 锂电池SOC估算方法及系统, CN201610038375.6, 2016
2018 国家科技进步二等奖(第十完成人)
2018 教育部科技进步一等奖(第十五完成人)
2017 上海交通大学教学成果奖一等奖(第四完成人)