Jiaqi Zheng

Nonlinear Dynamic Soft Sensor Development with a Supervised Hybrid CNN-LSTM Network for Industrial Processes

Lingjian Ye, Feifan Shen, Jiaqi Zheng, 2022, ACS omega.

Multimode Process Monitoring Based on Switching Autoregressive Dynamic Latent Variable Model

Zhiqiang Ge, Zhihuan Song, Jiaqi Zheng, 2018, IEEE Transactions on Industrial Electronics.

Switching autoregressive dynamic latent variable model for fault detection in multimode processes

Zhiqiang Ge, Zhihuan Song, Jiaqi Zheng, 2017, 2017 6th Data Driven Control and Learning Systems (DDCLS).

Quality-Relevant Monitoring of Batch Processes Based on Stochastic Programming with Multiple Output Modes

Lingjian Ye, Jiaqi Zheng, Feifan Shen, 2020, Processes.

LSTM Soft Sensor Development of Batch Processes With Multivariate Trajectory-Based Ensemble Just-in-Time Learning

Lingjian Ye, Xiushui Ma, Feifan Shen, 2020, IEEE Access.

Online local modeling and prediction of batch process trajectories using just-in-time learning and LSTM neural network

Lingjian Ye, Jiaqi Zheng, Nael H. El-Farra, 2020, J. Comput. Methods Sci. Eng..