Emissions predictive modelling by investigating various neural network models

► ANN model accurately predicts exhaust emissions with minimal inputs. ► ANN optimization-layer-by-layer model proves to be the most accurate. ► Models act as virtual emission sensor without the need of additional equipment. ► A single ECU is just needed to predict the engine parameters and emission. ► The generic two-stage ANN model is applicable to any ICE vehicle applications.