Scientific Research

Research Field

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Paper Publications

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• A novel strategy of correntropy-based iterative neural networks for data reconciliation and gross error estimation in semiconductor industry. zhangzhengjiang, Journal of Process Control. 2023,131:103096
• Robust Adaptive Unscented Kalman Filter with Gross Error Detection and Identification for Power System Forecasting-Aided State Estimation. zhangzhengjiang, JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS. 2023,360(13), 10297-10336
• Gaussian process regression combined with dynamic data reconciliation for improving the performance of nonlinear dynamic systems. zhangzhengjiang, Nonlinear Dynamics. 2023,111, 15145-15163
• Using dynamic data reconciliation to improve the performance of PID feedback control systems with Gaussian/non-Gaussian distributed disturbance and measurement noise. zhangzhengjiang, ISA Transactions. 2023,137,544-560
• Full Feedback Dynamic Neural Network with Exogenous Inputs for Dynamic Data-driven Modeling in Nonlinear Dynamic Power Systems. zhangzhengjiang, IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING. 2023,卷:18期:6页:876-890
• Dynamic Data Reconciliation to Enhance the Performance of Model Free Adaptive Control. zhangzhengjiang, Measurement Science and Technology. 2023,34(6), 065105

Patents

• zhangzhengjiang,一种用于逆变器控制系统基于模型的鲁棒滤波方法
• zhangzhengjiang,一种基于模型辨识的光伏发电系统最大功率跟踪方法

Published Books

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Research Projects

• 部分遮蔽下光伏阵列精确机理建模与鲁棒参数估计方法,工业控制技术国家重点实验室,张正江
• 面向苯乙烯聚合反应过程机理建模的鲁棒参数估计方法,国家自然科学基金委员会,张正江
• 面向空分设备变负荷操作优化的参数估计理论与方法,国家自然科学基金,张正江
• 过程系统变负荷下的数据校正与参数估计方法研究,省自然科学基金,张正江
• 面向光伏发电系统最大功率跟踪的记忆增强型全局优化技术的研发与工程应用,省科技厅,张正江