现有研究内容包含论文/专著发表情况、专利/软著登记情况以及工业软件开发成果：
代表性论文专著
软件版权登记及专利
工业软件
代表性论文专著
(51) Xiaoyu Chen, Yifeng Feng, Jiani Shen, Yijun He*. Quantitative diagnosis of early internal short circuit for lithium-ion batteries based on multi-rate discharge. IEEE Transactions on Instrumentation & Measurement, 2025, doi: 10.1109/TIM.2025.3551580
(50) Xiaojian Dong, Jiani Shen, Zifeng Ma, Yijun He*. Stochastic optimization of integrated electric vehicle charging stations under photovoltaic uncertainty and battery power constraints. Energy, 2025, 314, 134163.
(49) Xiaojian Dong, Guoxin He, Zhiwei Zhou, Jiani Shen, Yijun He*. Simultaneous design and scheduling optimization of the photovoltaic-wind-hydropower-hydrogen hybrid system. Energy Conversion and Management, 2024, 314, 118638.
(48) Yibo Zhao, Xiaojian Dong, Jiani Shen, Yijun He*. Simultaneous sizing and scheduling optimization for PV-wind-battery hybrid systems with a modified battery lifetime model: A high-resolution analysis in China. Applied Energy, 2024, 360, 122812.
(47) Xiaojian Dong, Jiani Shen, Chengwu Liu, Zifeng Ma, Yijun He*. Simultaneous capacity configuration and scheduling optimization of an integrated electrical vehicle charging station with photovoltaic and battery energy storage system. Energy, 2024, 289, 129991.
(46) 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, 2024, 20, 1832-1841.
(45) 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.
(44) 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.
(43) 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.
(42) Xiaojian Dong, Jiani Shen, Zifeng Ma, Yijun He*. Simultaneous operating temperature and output power prediction method for photovoltaic modules. Energy, 2022, 260, 124909.
(41) 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.
(40) 陈晓宇, 耿萌萌, 沈佳妮, 马紫峰, 贺益君*. 基于电化学阻抗特征选择和高斯过程回归的锂离子电池健康状态估计方法，储能科学与技术，2022,11(9): 2995-3002.
(39) 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.
(38) Yifeng Feng, Jiani Shen, Zifeng Ma*, Yijun He*. Equivalent Circuit Modeling of Sodium-ion Batteries. Journal of Energy Storage, 2021, 43, 103233.
(37) 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.
(36) 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.
(35) 王欣欣，董潇健，沈佳妮，王保峰，贺益君*. 冷热电联供系统设计和运行集成优化. 化工学报, 2021, 72(10): 5284-5293.
(34) 冯一峰，沈佳妮，车海英，马紫峰，贺益君*, 谈文，杨庆亨. 钠离子电池健康状态预测. 储能科学与技术，2021, 10(4): 1407-1415.
(33) 许金龙，沈佳妮，王乾坤，贺益君*, 马紫峰，谈文，杨庆亨. 基于锂离子电池热失控模型的电热耦合滥用条件分析. 储能科学与技术，2021, 10(4): 1344-1352.
(32) 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.
(31) 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.
(30) 苏伟，钟国彬，沈佳妮，王超，许金龙，贺益君*, 马紫峰. 锂离子电池故障诊断技术进展. 储能科学与技术，2019, 8(2): 225-236.
(29) 钟国彬，沈佳妮，徐凯琪，王乾坤，贺益君*, 苏伟，马紫峰. 基于动态时间规整和多维标度策略的串联锂离子电池组异常电池可视化识别方法. 储能科学与技术，2019, 8(1): 180-190.
(28) 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.
(27) 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.
(26) 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.
(25) Ke Yang, Yijun He*, Zifeng Ma. Multi-objective steady-state optimization of two-chamber microbial fuel cells. Chinese Journal of Chemical Engineering, 2017, 25, 1000-1012.
(24) 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.
(23) Jiani Shen, Yijun He*, Zifeng Ma. Simultaneous model selection and parameter estimation for lithium-ion batteries: A sequential MINLP solution approach. AIChE Journal, 2016, 62, 78-89.
(22) Jifu Shen, Yijun He*, Zifeng Ma. A systematical evaluation of polynomial based equivalent circuit model for charge redistribution dominated self-discharge process in supercapacitors. Journal of Power Sources, 2016, 303, 294-304.
(21) Yijun He, Zifeng Ma*. A data-driven Gaussian process regression model for two-chamber microbial fuel cells. Fuel Cells, 2016, 16(3): 365-376.
(20) Yijun He, Jiani Shen, Jifu Shen, Zifeng Ma*. Embedding monotonicity in the construction of polynomial open-circuit voltage model for lithium-ion batteries: A semi-infinite programming formulation approach. Industrial & Engineering Chemistry Research, 2015, 54, 3167-3174.
(19) Yijun He, Jiani Shen, Jifu Shen, Zifeng Ma*. State of health estimation of lithium-ion batteries: A multiscale Gaussian process regression modeling approach. AIChE Journal, 2015, 61, 1589-1600.
(18) Yijun He, Fangzhi Xiao, Zhenghong Luo*. Numerical modeling of the cavity phenomenon and its elimination way in rectangular radial moving bed reactor. Powder Technology, 2015, 274, 28-36.
(17) Yijun He*, Zifeng Ma. Optimal design of linear sensor networks for process plants: a multi-objective ant colony optimization approach. Chemometrics and Intelligent Laboratory Systems, 2014, 135, 37-47.
(16) Yijun He*, Yan Zhang, Zifeng Ma, Nikolaos V. Sahinidis, Raymond R. Tan, Dominic C.Y. Foo. Optimal source-sink matching in carbon capture and storage systems under uncertainty. Industrial & Engineering Chemistry Research, 2014, 53, 778–785.
(15) Yijun He, Zifeng Ma*. Robust optimal operation of two-chamber microbial fuel cell system under uncertainty: A stochastic simulation based multi-objective genetic algorithm approach. Fuel Cells, 2013, 13(3): 321-335.
(14) Yijun He, Jingdai Wang*, Yijia Cao, Yongrong Yang. Resolution of structure characteristics of AE signals in multiphase flow system — from data to information. AIChE Journal, 2009, 55(10): 2563-2577.
(13) Yijun He, Dezhao Chen*, Weixiang Zhao. Integrated method of compromise-based ant colony algorithm and rough set theory and its application in toxicity mechanism classification. Chemometrics and Intelligent Laboratory Systems, 2008, 92(1): 22-32.
(12) Yijun He, Dezhao Chen*, Weixiang Zhao. Ensemble classifier system based on ant colony algorithm and its application in chemical pattern classification. Chemometrics and Intelligent Laboratory Systems, 2006, 80(1): 39–49.
(11) 陈敏, 贺益君*, 王靖岱，阳永荣. 基于小波包分析和K-OPLS的集成方法检测流化床内颗粒的粒径分布, 化工学报, 2010, 61(6): 1349-1356.
(10) 林可鸿, 贺益君*, 陈德钊. 多产品克隆选择算法在间歇过程调度中的应用. 浙江大学学报（工学版）, 2010, 44(2): 1042-1047.
(9) 贺益君, 陈德钊*. 基于免疫机制的多目标蚁群算法用于间歇反应器的约束动态多目标优化. 高校化学工程学报, 2009, 23(2): 326-332.
(8) 贺益君, 陈德钊*. 基于粗糙集和蚁群算法的决策库用于毒性分类. 浙江大学学报（工学版）, 2009, 43(3): 481-486.
(7) 贺益君, 陈德钊*. 适于混合整数非线性规划的混合粒子群优化算法. 浙江大学学报（工学版）, 2008, 42(5): 747-751.
(6) 贺益君, 俞欢军, 成飙, 陈德钊*. 多目标粒子群算法用于补料分批生化反应器动态多目标优化. 化工学报, 2007, 58(5): 1262-1270.
(5) 贺益君, 俞欢军, 陈德钊*. 基于募集机制的连续蚁群系统及其应用. 浙江大学学报（工学版）, 2006, 40(5): 748-752.
(4) 贺益君, 陈德钊*. 用于多目标优化的蚁群算法的构建及其应用. 高技术通讯, 2006, 16(12): 1241-1245.
(3) 贺益君, 陈德钊*. 连续约束蚁群优化算法的构建及其在丁烯烷化过程中的应用. 化工学报, 2005, 56(9): 1708-1713.
(2) 贺益君, 吴晓华, 陈德钊*. 杂交蚁群系统的构建并用于反应动力学参数的估计. 化工学报, 2005, 56(3): 487-491.
(1) 贺益君, 高华, 陈钟秀*. 基于基团贡献神经网络集成法估算有机物常压凝固点. 化工学报, 2004, 55(7): 487-491.
软件版权登记及专利
(23) 碱性电解水制氢系统建模软件V1.0, 2024SR0187119, 2024
(22) 锂离子电池评估软件V1.0, 2023SR1683528, 2023
(21) 锂离子电池等效电路智能建模软件V1.0, 2023SR1624702, 2023
(20) 一种电池热失控机理提取方法及装置，CN202211604071.3, 2022
(19) 一种电动飞机复合能源系统优化设计方法，CN202211511822.7, 2022
(18) 一种电动飞机复合能源系统能量管理方法，CN202211511786.4, 2022
(17) 一种基于精准模型的光储充系统设计与运行集成优化系统，CN202111301264.7, 2021
(16) 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
(15) 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
(14) 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
(13) 一种光伏电池工作温度与发电功率联合估计方法，CN201910318332.7, 2019
(12) 一种通用化光伏电池工作温度预测方法及装置，CN201910318958.8, 2019
(11) 催化重整反应器模拟优化软件V1.0, 2018SR192544, 2018
(10) 一种基于噪声跟踪的锂电池荷电状态估算方法, CN2017114666187.X, 2018
(9) 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
(8) 基于原料不确定性的催化重整反应器鲁棒优化操作方法, CN201711444462.2, 2017
(7) 一种用于催化重整反应器的建模及多目标优化方法, CN201711447705.8, 2017
(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
工业软件
1. 储能系统经济性评估与安全管理软件平台：
2. 电池建模平台：构建电池高精度等效电路模型、电热耦合模型等。
