科研成果
Journal Papers 1. Junxia Li, Miao Zhang*, Hui Zheng, Jing Jie. Battery remaining useful life prediction using improved mutated particle filter. Energy Storage 2020. 2. Miao Zhang, Le Zhou, Jing Jie, Xinggao Liu. A multi-scale prediction model based on empirical mode decomposition and chaos theory for industrial melt index prediction. Chemometrics and Intelligent Laboratory Systems 2019, 186: 23–32. 3. Miao Zhang, Xinggao Liu, Zeyin Zhang, Guangbi Gong, Guoqing Zhang, Changjun Zhang, Xu Chen and Hongxing Zhang. A novel modeling approach and its application in polymer quality index prediction, Transactions of the Institute of Measurement and Control, 2019, 41(7): 2005-2015. 4. Miao Zhang, Xinggao Liu. A real-time model based on optimized least squares support vector machine for industrial polypropylene melt index prediction, Journal of Chemometrics, 2016, 30(6): 324-331. 5. Miao Zhang, Xinggao Liu, Zeyin Zhang. A soft sensor for industrial melt index prediction based on evolutionary extreme learning machine, Chinese Journal of Chemical Engineering, 2016, 24(8):1013-1019. 6. Miao Zhang, Beibei Zhao, Xinggao Liu. Predicting industrial polymer melt index via incorporating chaotic characters into Chou's general PseAAC, Chemometrics and Intelligent Laboratory Systems, 2015, 146: 232-240.
