The current flexibility of the energy market requires operating steam turbines that have challenging operation requirements such as variable conditions and higher number startups. This article proposes an advanced control system based on Nonlinear Model Predictive Control (NMPC) technique, which allows to speed up start-up increase produced while maintaining rotor stress a constraint variable. ...