Bayesian Multi-Objective Optimisation

This project considers optimising a combination of conflicting black-box and analytical objective functions. We extend and compare two existing Bayesian methods to competing multi-objective optimisation methods.
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Bioprocess Optimisation for Stem Cell Tissue Engineering

This project considers robust superstructure design and operation of a bioreactor that produces red blood cells. Although we develop an optimisation model for a specific bioreactor, the intellectual framework may generally apply to bioprocess optimisation.
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Designing Heat Recovery Networks

Heat exchanger networks reuse excess industrial process heat onsite and thereby improve energy recovery. We consider the resulting mixed-integer nonlinear optimisation problem for designing heat recovery networks and investigate approximate and exact methods.
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