A MLP Prediction Model for Power Plant NOx Emission

Abstract In this paper, a MLP (Multi-Layer Perceptron) model is developed for long time period prediction of NOx emission in a coal-fired power generation plant. In order to achieve this purpose, a novel training algorithm is used to improve the generalisation capacity of the model. The application results show the merits of this MLP model.