Future energy systems modelling

Generation and Transmission Expansion Planning (GTEP) stochastic models incorporating temporal reduction via clustering algorithms.

Robust process systems

Developing models and methods for robust planning of process systems

p-Lagrangian relaxation

Efficient decomposition methods for MIQCQPs using Lagrangian decomposition and parallelisation

Decision Programming

Solving multi-stage decision problems under uncertainty, using influence diagrams and mixed-integer linear programming.

Blood units inventory management

Defining optimal inventory control policies using stochastic programming.