We are committed to furthering the global advanced control knowledge base
INNOVATION X is active in the academic and publication space. The following is a list of the Principal's publications, books, journal papers and conference papers.
Neuro-Adaptive Process Control: A Practical Approach
Mills, P.M., Zomaya, A.Y., Moses, O.T. (1996) “Neuro-Adaptive Process Control: A Practical Approach”, Edition 1, Wiley, London.
Advanced Control of the Alumina Calcination Process
Mills, P. M., (1988) Advanced Control of the Alumina Calcination Process Master of Engineering Thesis, University of Queensland.
Adaptive Control of Non-Linear Processes using Neural Networks
Mills, P. M. (1994) Adaptive Control of Non-linear Processes using Neural Networks PhD Thesis, University of Western Australia.
Depth Control of an Underwater Platform
Duffy, G., (2002) Depth Control of an Underwater Platform Bachelor of Engineering Thesis, University of Southern Queensland.
Octograph: A Methodology for Returning the Industrial Plant to the Desired Operating Point
Duffy, G. W. (2018) OCTOGRAPH: A Methodology for Returning the Industrial Plant to the Desired Operating Point PhD Thesis, Griffith University.
Advanced Control Techniques for Alumina Calcination Rotary Kilns
McIntosh, P., Greenhalgh, R., and Mills, P. (1987) “Advanced Control Techniques for Alumina Calcination Rotary Kilns” Light Metals.
Identification and Control using a Hybrid Reinforcement Learning System
Mills P. M., Tadé M. O. and Zomaya A. Y. (1993) “Identification and Control using a Hybrid Reinforcement Learning System” International Journal of Computer Simulation – Special Issue on Intelligent Simulation for High Autonomy Systems.
Adaptive Model-based Control using Neural Networks
Mills P. M., Zomaya A. Y. and Tadé M. O. (1993) “Adaptive Model-Based Control using Neural Networks” International Journal of Control.
A Neural Network Approach for On-line Identification of Non-linear Systems
Mills P. M. and Zomaya A. Y. (1991) “A Neural Network Approach for On-line Identification of Non-linear Systems” Proceedings of the International Joint Conference on Neural Networks 1, Singapore, 202-207.
Reinforcement Learning using Backpropagation as a Building Block
Mills P. M. and Zomaya A. Y. (1991) “Reinforcement Learning using Backpropagation as a Building Block” Proceedings of the International Joint Conference on Neural Networks 2, Singapore, 1554-1559.
A Hybrid Reinforcement Learning System for Identification and Control
Mills P. M., Tadé M. O. and Zomaya A. Y. (1992) “A Hybrid Reinforcement Learning System for Identification and Control” Proceedings of the AI Simulation and Planning in High Autonomy Systems Conference, Perth, 2-8.
Adaptive Non-linear Control using Neural Networks
Mills P. M., Tadé M. O. and Zomaya A. Y. (1992) “Adaptive Non-Linear Control using Neural Networks” Proc. Control’92 Conference, Perth, 7-13.
Supervisory Control of the HISMELT* Process
Mills P. M., Wauchope M. D. and Burke P. D. (1992) “Supervisory Control of the HIsmelt* Process” Proc. Control’92 Conference, Perth, 7-13.
Applications of Adaptive Neural Model-based Control
Mills P. M., Zomaya A. Y. and Tadé M. O. (1993) “Applications of Adaptive Neural Model-Based Control” 32nd Conf. on Decision and Control 1993.
Model-based Control of the HISMELT* Process
Burke P. D., Mills P. M. and Walker G. J. (1994) “Model-based Control of the HIsmelt* Process” Proceedings of Aspenworld 94 Conference, Boston, Ma. USA.
On the Industrial Plant Performance & Operating Point Drifting Phenomenon
Duffy, G., Mills, P., Li, Q., Vlacic, V. (2015) “On the Industrial Plant Performance & Operating Point Drifting Phenomenon.” In Proc. 10th Asian Control Conference on Emerging Control Technique for a Sustainable World, Kota Kinabalu, Sabah, pp. 2187-2192.
Extending the Harris Index Performance Assessment Technique: A Plant-wide Focus
Duffy, G., Mills, P., Li, Q., Vlacic, V. (2016) “Extending the Harris Index Performance Assessment Technique: A Plant-Wide Focus”, In Proceedings from the 7th Australian Control Conference, Newcastle, Australia.
A Methodology to Determine the Dynamic Relationship between Process and Manipulated Variables
Duffy, G., Mills, P., Li, Q., Vlacic, V. (2017) “A methodology to determine the dynamic relationship between process and manipulated variables”, In Proceedings from the 8th Australian Control Conference, Gold Coast, Australia.
A Neural Network Approach to On-line Identification of Non-linear Systems
Mills P. M. and Zomaya A. Y. (1993) “A Neural Network Approach to On-line Identification of Non-linear Systems” Cybernetics and Systems 24, 171-195.
An On-line Process Dead-time Estimation Algorithm
Duffy, G., Mills, P., Li, Q., Vlacic, V. (2017) “An on-line process dead-time estimation algorithm”, In Proceedings from the 11th Asian Control Conference, Gold Coast, Australia.
