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The paper proposes an alternative modified two-step algorithm for steady state optimisation and parameter estimation. The aim is to simplify the model optimisation computation in the presence of general inequality constraints. Another advantage is that the existence of a model based optimal solution is ensured during the course of iteration. Optimality properties and convergence conditions are investigated. A simulation study is presented.