Scientific Research

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Paper Publications

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Published Books

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• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. An extensible quality-related fault isolation framework based on dual broad partial least squares with application to the hot rolling process, Expert Systems With Applications, 2021, 167: 114166.
• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. A nonlinear full condition process monitoring method for hot rolling process with dynamic characteristic, ISA Transactions, 2021,112: 363-372.
• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. A novel plant-wide process monitoring framework based on distributed Gap-SVDD with adaptive radius, Neurocomputing, 2019, 350: 1-12.
• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. An incipient fault detection and self-learning identification method based on robust SVDD and RBM-PNN, Journal of Process Control, 2020, 85: 173-183.
• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. A P-t-SNE and MMEMPM based quality-related process monitoring method for a variety of hot rolling processes, Control Engineering Practice, 2019, 350: 1-11.
• Chuanfang Zhang, Kaixiang Peng*, Jie Dong. A lifecycle operating performance assessment framework for hot strip mill process based on robust kernel canonical variable analysis, Control Engineering Practice, 2021, 107: 104698.

Research Projects

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• （包干制）变工况模式下带钢热轧全流程分布式监测与运行状态综合评估,进行,
• 知识与数据联合驱动的高炉炉况异常智能监控技术研究,进行,
• 包干制-时空协同的带钢热轧全流程监测与运行工况评估方法研究,进行,
• 轧钢全流程质量监测与运行性能评估关键技术研究,进行,
• （包干制）变载荷强振动环境下飞机机轮刹车系统分布式故障诊断与智能预测方法研究,进行,
• 国家重点研发计划资助项目，数据驱动的制造过程闭环控制分析与优化方法研究（2021YFB3301201），2022/01-2024/12，参与人,