D.W. Clarke

Papers

Total Citations

913

H-Index

About

D.W. Clarke is a pioneering figure in control engineering, best known for his foundational work on predictive control and self-tuning systems. His key research areas include adaptive control, generalized predictive control (GPC), and industrial process automation. Clarke’s most significant contribution is the development of the Generalized Predictive Control (GPC) algorithm, which revolutionized the field by offering a robust, long-range predictive control method that could adapt to changing plant dynamics. His seminal 1987 paper, "Properties of Generalized Predictive Control," has garnered over 577 citations, while its companion work, "Application of generalized predictive control to industrial processes" (1988), has been cited more than 308 times. These papers demonstrated how GPC, using a carefully chosen CARIMA plant model and adjustable horizons, could effectively handle complex industrial processes with improved stability and performance. Clarke’s innovations bridged theoretical rigor and practical implementation, making GPC a cornerstone of modern control systems. His work remains highly influential, inspiring generations of researchers in adaptive and predictive control, and cementing his legacy as a leader in the field.