Research

Research Interests:

• Data Enabled Design and Manufacturing
• Predictive Modeling, Uncertainty Quantification, System Optimization, Real-time Monitoring and Control of Engineering Systems.
• Computational Algorithm and Information Fusion for System Intelligence.

Project: Roll-to-Roll Manufacturing of High Quality Bucky-tape with Aligned and Crosslinked Carbon Nanotubes Through In-line Sensing and Control, Funding Source: NSF-SNM

1) Raman noise quantification and denoising algorithm

2) Develop scalable algorithm for anomaly detection based on Raman mapping technology

3) Process monitoring and diagnosis of continuous Bucky-tape fabrication system

Project: Composite Part Assembly and Shape Control for Dimensional Variation Reduction

1) Development of finite element simulation platform of composite part

2) Model calibration via sensible variable identification and adjustment, with application to composite part simulation

3) Stream of Variation modeling and analysis for single and multistage composite parts assembly process

4) Automatic shape control system for composite parts assembly

5) Stress analysis and actuator position optimization