论文论著
累计发表在国际期刊及学术会议论文二十余篇，其中以第一作者/通讯作者在Nature Communications,Journal of Energy Storage等期刊发表SCI/EI检索论文17篇，已授权中国发明专利5项。近五年代表性成果如下。
1.Jingzhao Zhang#,Yanan Wang#(共一), et al. Realistic fault detection of li-ion battery via dynamical deep learning; Nature Communications; 2023, 14(1): 5940.
2.Yanan Wang, Xuebing Han*, Xiaodong Xu, Yue Pan, Feng Dai, Daijiang Zou, Languang Lu, Minggao Ouyang*. A comprehensive data-driven assessment scheme for power battery of large-scale electric vehicles in cloud platform; Journal of Energy Storage; 2023, 64, 107210.
3.Hongchang Cai, Xu Hao, Yong Jiang,Yanan Wang*, Xuebing Han, Yuebo Yuan, Yuejiu Zheng*, Hewu Wang and Minggao Ouyang. Degradation evaluation of lithium-ion batteries in plug-in hybrid electric vehicles: an empirical calibration; Batteries,2023,9(6),321.
4.Yanan Wang, Xuebing Han*, Languang Lu, Yangquan Chen, Minggao Ouyang*. Sensitivity of fractional-order recurrent neural network with encoded physics-informed battery knowledge; Fractal and Fractional; 2022, 6(11), 640.
5.Yanan Wang, Xuebing Han*, Dongxu Guo, Languang Lu, Yangquan Chen, Minggao Ouyang*. Physics-informed recurrent neural networks with fractional-order constraints for the state estimation of lithium-ion batteries; Batteries; 2022, 8(10), 148.
6.Yanan Wang, Yangquan Chen*, Xiaozhong Liao. State-of-art survey of fractional order modeling and estimation methods for lithium-ion batteries; Fractional Calculus and Applied Analysis; 2019, 22(6): 1449-1479.
7.Yanan Wang, Xuebing Han*, Dongxu Guo, Languang Lu, Yangquan Chen*, Minggao Ouyang*. Physics-informed recurrent neural network with fractional-order gradients for state of charge estimation of lithium-ion battery; IEEE Journal of Radio Frequency Identification; 2022, 1(6): 968-971.
8.Yanan Wang, Xuebing Han*, Feng Dai, Jie Li, Daijiang Zou, Languang Lu, Yangquan Chen, Minggao Ouyang*. Fractional order backpropagation neural network for battery capacity estimation with realistic vehicle data; IEEE/ASME Conference on MESA 2022, 1-6.
9.王亚楠,韩雪冰*,卢兰光,冯旭宁,李建秋,欧阳明高*.电动汽车动力电池研究展望：智能电池、智能管理与智慧能源;汽车工程; 2022, 44(4), 617-637.
10.Yanan Wang, Xiaozhong Liao*, Da Lin, Xin Yang, Yangquan Chen. Fractional order BPNN for estimating state of charge of lithium-ion battery under temperature influence; IFAC2020; 2020, 53(2): 3707-3712.
11.Yanan Wang, Yangquan Chen*, Xiaozhong Liao, Lei Dong. Lithium-ion battery face imaging with contactless Walabot and machine learning; IEEE ICMA; 2019, 1067-1072.
12.Yanan Wang, Haoyu Niu, Tiebiao Zhao, Xiaozhong Liao, Lei Dong, Yangquan Chen*. Contactless Li-ion battery voltage detection by using Walabot and machine learning; IEEE/ASME Conference on MESA;2019, 1-6.
13.Yanan Wang, Junwei Tian, Haoyu Niu, Peng Wang, Xiaozhong Liao, Yangquan Chen*. Multi-resolution energy strategy for battery management system of unmanned ground vehicles in agriculture; IEEE/ASME Conference on MESA;2019, 1-6.
