Profitability related industrial-scale batch processes monitoring via deep learning based soft sensor development. - Cheng Ji 003; Fangyuan Ma; Jingde Wang; Wei Sun (Comput. Chem. Eng., 2023)

Orthogonal projection based statistical feature extraction for continuous process monitoring. - Cheng Ji 003; Fangyuan Ma; Jingde Wang; Wei Sun (Comput. Chem. Eng., 2024)

MOLA: Enhancing Industrial Process Monitoring Using Multi-Block Orthogonal Long Short-Term Memory Autoencoder. - Fangyuan Ma; Cheng Ji 003; Jingde Wang; Wei Sun; Xun Tang; Zheyu Jiang (CoRR, 2024)

Industrial Process Fault Detection Based on Siamese Recurrent Autoencoder. - Cheng Ji 003; Fangyuan Ma; Jingde Wang; Wei Sun; Ahmet Palazoglu (Comput. Chem. Eng., 2025)

Differential recurrent autoencoder for early fault detection of nonstationary industrial processes. - Cheng Ji 003; Tingting Tao; Fangyuan Ma; Jingde Wang; Wei Sun (Eng. Appl. Artif. Intell., 2025)