Improving the performance of industrial boiler using artificial neural network modeling and advanced combustion control

• Published in: 2008 International Conference on Control, Automation and Systems pp. 1921 - 1926
• Main Authors: Nazaruddin, Y.Y., Aziz, A.N., Sudibjo, W.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2008
• Subjects: Artificial Neural Network; Artificial neural networks; boiler combustion performance; boiler model; Boilers; Combustion; combustion model; excess air; Feedforward neural networks; Function approximation; gradient descent; Heat transfer; Industrial control; Mathematical model; Neural networks; neural-predictive control; Predictive models

In heat generation process, performance improvement is a critical factor and essential. An alternative solution is by designing an advanced combustion controller based on neural-predictive control strategy. However, for accomplishing such goal it requires adequate boiler model as well as combustion...