Web Access Research Portal

Researcher: Yu, H (Mr Hongyang Yu)

Fields of Research

Process control and simulation
Risk engineering
Industrial electronics
Automotive combustion and fuel engineering

Research Objectives

Expanding knowledge in the mathematical sciences
Environmentally sustainable energy activities
Expanding knowledge in engineering
Industrial instruments
Environmentally sustainable transport activities
Domestic passenger water transport (e.g. ferries)

Career Best Publications

Research Publications

A probabilistic multivariate method for fault diagnosis of industrial processes; Chemical Engineering Research and Design
A sparse PCA for nonlinear fault diagnosis and robust feature discovery of industrial processes; AIChE Journal
An alternative formulation of PCA for process monitoring using distance correlation; Industrial and Engineering Chemistry Research
Design of a solar Stirling engine for marine and offshore applications; International Journal of Renewable Energy Technology
Development of a monograph for human error likelihood assessment in marine operations; Safety Science
Modified independent component analysis and Bayesian network-based two-stage fault diagnosis of process operations; Industrial and Engineering Chemistry Research
Nonlinear Gaussian Belief Network based fault diagnosis for industrial processes; Journal of Process Control
Risk-based fault detection using Self-Organizing Map; Reliability Engineering and System Safety
Risk-based process system monitoring using self-organizing map integrated with loss functions; Canadian Journal of Chemical Engineering
Self-Organizing map based fault diagnosis technique for non-Gaussian processes; Industrial & Engineering Chemistry Research

Research Projects

Research Candidate Supervision