This paper develops a novel approach to the parameterisation of high temperature exchange membrane fuel cells (HTPEMFC) with limited and non-invasive measurements. The proposed method allows an effective identification electrochemical parameters for three-dimensional cell models by combining computational simulation tools genetic algorithms. To avoid each evaluation undertaken optimisation invo...