ARISTOTLE UNIVERSITY OF THESSALONIKI SCHOOL OF ENGINEERING DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING DOCTORAL DISSERTATION Development of New Model-Based Adaptive Predictive Control Algorithms and Their Implementation on Real-Time Embedded Systems Vincent Andrew Akpan B.Sc. (Physics), M. Tech. (Instrumentation) Supervisor: Professor George Hassapis THESSALONIKI, GREECE, 2011.