Our team would like to transform our research outcomes to help small- and medium-sized manufacturers (SMMs) as well as large manufacturers, for the realization of digitalized manufacturing plants and smart manufacturing: 

1. Deployment of low cost and scalable sensing techniques for manufacturing equipment performance monitoring and process characterization;
2. Building computing platforms for large volumes of real-time data collection, transmission, management, and processing;
3. Machine condition monitoring, root cause analysis, performance degradation prediction, and scheduling maintenance actions proactively to minimize unexpected machine downtimes;
4. System-level process modeling and optimization to reduce energy consumption and improve manufacturing efficiency, sustainability, and profitability;
5. Novel solutions for the teamwork of human workers and collaborative robots. 

Please don't hesitate to talk to us if you have the needs. We are here to help you!