2025
A method of hierarchical feature fusion and adaptive receptive field for concrete pavement crack detection.
Signal Image Video Process., January, 2025

Integrating physical knowledge for generative-based zero-shot learning models in process fault diagnosis.
Reliab. Eng. Syst. Saf., 2025

Joint optimization of quality control and maintenance policy for a production system with quality-dependent failures.
Expert Syst. Appl., 2025

2024
Data-Driven Power Prediction for Proton Exchange Membrane Fuel Cell Reactor Systems.
Sensors, September, 2024

A method of hybrid dilated and global convolution networks for pavement crack detection.
Multim. Syst., August, 2024

A concise subspace projection based meta-learning method for fast modeling and monitoring in multi-grade semiconductor process.
Comput. Ind. Eng., 2024

Enhancing Fault Sample Generation Through Physical Knowledge Guidance.
Proceedings of the 14th Asian Control Conference, 2024

Attention-based Dynamic Latent Variable Modeling Method for Process Monitoring.
Proceedings of the 14th Asian Control Conference, 2024

2023
Just-In-Time Learning Based Functional Spectral Data Modeling for In-Situ Measurement of Slurry Component Concentrations via Infrared Spectroscopy.
IEEE Trans. Instrum. Meas., 2023

Tensor slow feature analysis and its applications for batch process monitoring.
Comput. Chem. Eng., 2023

2022
Variational PLS-Based Calibration Model Building With Semi-Supervised Learning for Moisture Measurement During Fluidized Bed Drying by NIR Spectroscopy.
IEEE Trans. Instrum. Meas., 2022

Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling.
IEEE Trans. Instrum. Meas., 2022

Tensor Slow Feature Analysis for Monitoring Batch Process.
Proceedings of the 13th Asian Control Conference, 2022

2021
Semi-Supervised Learning-Based Calibration Model Building of NIR Spectroscopy for In Situ Measurement of Biochemical Processes Under Insufficiently and Inaccurately Labeled Samples.
IEEE Trans. Instrum. Meas., 2021