Kepeng Qiu (邱科鹏)

I am Kepeng Qiu (邱科鹏), an Associate Professor at Beijing Institute of Petrochemical Technology. My research develops trustworthy data-driven methods for complex industrial systems, with a focus on intelligent soft sensing, process monitoring and fault diagnosis, and structured-light 3D measurement.

我是邱科鹏（Kepeng Qiu），现任北京石油化工学院副教授。我的研究聚焦复杂工业系统中的可信数据驱动方法，主要包括智能软测量、过程监测与故障诊断以及结构光三维测量。

Research研究方向

• Intelligent soft sensing — robust latent-variable and probabilistic learning for quality variables that cannot be measured online.
• Process monitoring — condition-aware representations for fault diagnosis, early warning, and dynamic industrial processes.
• Structured-light 3D — adaptive learning and geometric reconstruction for accurate fringe-projection profilometry.

• 智能软测量——面向难以在线测量的质量变量，研究稳健潜变量建模与概率学习方法。
• 过程监测——研究面向故障诊断、早期预警和动态工业过程的工况感知表征方法。
• 结构光三维测量——研究用于高精度条纹投影轮廓术的自适应学习与几何重建方法。

Education & Appointments教育与工作经历