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主要从事数据挖掘与智能优化算法在新材料开发、储能领域、电力系统，以及能效管理等方面的应用，具体包括：合金溶解度的预测，化合物晶体结构预测，材料数据库自动纠错，寻找材料性能间关系，可再生能源并网中的混合储能系统优化规划和协调控制，电力系统的能效管理等方面。
文章
- Guozhou Liang, Yiming Zhang*, Qi Han, Zhaoping Liu, Shuang Tian. A novel 3D-layered electrochemical-thermal coupled model strategy for the nail-penetration process simulation. J. Power Sources. 2017, 342, 836.
- Yiming Zhang, Xisheng Tang, Zhiping Qi, Zhaoping Liu. The Ragone plots guided sizing of hybrid storage system for taming the wind power. Int. J. Electr. Power Energy Syst. 2015, 65, 246.
- Hailiang Cao, Xufeng Zhou, Yiming Zhang, Liang Chen, Zhaoping Liu. Microspherical polyaniline/graphene nanocomposites for high performance supercapacitors. J. Power Sources 2013, 243, 715.
- Xing Xin, Xiayin Yao, Yiming Zhang, Zhaoping Liu, Xiaoxiong Xu. Si/C nanocomposite anode materials by freeze-drying with enhanced electrochemical performance in lithium-ion batteries. J. Solid. State. Electrochem. 2012, 16, 2733.
- Xiayin Yao, Xing Xin, Yiming Zhang, Jun Wang, Zhaoping Liu, Xiaoxiong Xu. Co3O4 nanowires as high capacity anode materials for lithium ion batteries. J. Alloys. Compd. 2012, 521, 95.
- Yiming Zhang, R. Ubic, D. F. Xue, S. Yang. Predicting the structural stability and formability of ABO3-type perovskite compounds using artificial neural networks. Materials Focus 2012, 1, 57.
- Jun Wang, Yonggao Xia, Xiayin Yao, Minghao Zhang, Yiming Zhang, and Zhaoping Liu. Synthesis and Electrochemical Feature of a Multiple-phases Li-Rich Nickel Manganese Oxides Cathode Material. Inter. J. Electrochem. Sci. 2011, 6, 6670.
- Y. M. Zhang, J. R. G. Evans, S. F. Yang. Corrected values for boiling points and enthalpies of vaporization of elements in handbooks. J. Chem. Eng. Data 2011, 56, 328.
- Y. M. Zhang, J. R. G. Evans, S. F. Yang. Detection of material property errors in handbooks and databases using artificial neural networks with hidden correlations. Philos. Mag. 2010, 90, 4453.
- Y. M. Zhang, J. R. G. Evans, S. Yang. The prediction of solid solubility of alloys: developments and applications of Hume-Rothery’s Rules. J. Cryst. Phys. Chem. 2010, 1, 103. (Invited Review)
- Y. M. Zhang, S. Yang, J. R. G. Evans. Revisiting Hume-Rothery’s Rules with artificial neural networks. Acta Mater. 2008, 56, 1094.
专利
- 刘兆平，张一鸣，周旭峰，基于石墨烯填料的通用电子浆料，CN 102254584 B
- 韩琪，张一鸣，刘兆平，袁国霞，夏永高，一种两相反应材料和单相反应材料混合的放电曲线计算方法，CN103792497 A
- 韩琪，张一鸣，田爽，刘兆平，一种电池荷电状态估计方法及装置，CN104573401 A
- 梁国周，张一鸣，田爽，刘兆平，韩琪，贺志龙，蒋亚北，一种老化的锂电池充放电状态下热分析方法和系统，201610247795.5
- 梁国周，张一鸣，田爽，刘兆平，韩琪，贺志龙，蒋亚北，一种锂离子电池针刺测试仿真方法与装置，201610586684.7
软件著作权
- 张一鸣，平抑风功率波动的混合储能系统规划软件v 1.0（授权登记号：2012SR084222）
- 张一鸣，平抑风功率波动的混合储能协调控制软件v 1.0（授权登记号：2012SR098953）
- 张一鸣，多种混合储能应用于分布式微网的协调控制软件（授权登记号：2015SR266154）
- 韩琪，张一鸣，预测混合正极材料放电曲线计算分析仿真软件（授权登记号：2015SR058393）
韩琪，张一鸣，锂电池管理系统监测软件（授权登记号：2015SR248141）
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