Institute of Industrial Research

Data Analysis

Identifying patterns of behaviour in data (fault diagnostics and prognostics)

Flight Data

• Using Novelty Detection Methods to Identify Abnormalities in Aircraft Flight Data
• Outlier Detection of Aircraft Flight Data Parameters to Improve Flight Safety

Marine Engine

• Fault Diagnosis

Electromechanical

• Diagnostics of Electromechanical Systems
• Electrical Vehicle Active Suspension Control System
• Traction Control of In-Wheel Motors using AI methods
• Sensor-less Vehicle Drives
• Servo Motor monitoring-fault diagnostics

Health care

• Non-linear determination of Planning Treatment Volume growth margins in external beam radiotherapy
• Spiking Neural Network Based Approach to EEG Signal Analysis

Human behaviour Analysis

• Identification of human behaviour from motion capture data