Summary of Research

Development of model-based and data-driven monitoring/prognostics and health management (CBM/PHM) solutions for complex engineering systems using artificial intelligence, deep/shallow machine learning algorithms,  formal verification, model checking, intelligent control system, advanced signal/image processing, high-performance computing, sensors and sensing strategy; risk and reliability analysis, decision-making under uncertainty, optimisation, and multidisciplinary analysis using statistics, probabilistic methods, heuristic approaches; fundamental research on data engineering for clustering, information retrieval and similarity search.