Title :
Pushing motion control systems to their limits using convex optimization techniques
Author :
Swevers, Jan ; Pipeleers, Goele ; Diehl, Moritz ; De Schutter, Joris
Author_Institution :
Dept. of Mech. Eng., Katholieke Univ. Leuven, Heverlee, Belgium
Abstract :
Recent advances in numerical optimization provide new opportunities to improve the performance of motion systems and to push them to their limits. This requires however a unique combination of expertise in optimization and motion control design and implementation, a combination which is present at our Optimization in Engineering Center OPTEC. This paper presents three of OPTEC´s realizations in the field of motion control, where this unique combination of expertise has led to the formulation of control design problems as convex programs that can be solved efficiently to a global optimum, allowing to trade-off conflicting design objectives in a systematic way.
Keywords :
convex programming; motion control; convex optimization techniques; motion control systems; numerical optimization; Application software; Control design; Control systems; Design methodology; Design optimization; Energy efficiency; Motion control; Optimal control; Optimization methods; Spline;
Conference_Titel :
Advanced Motion Control, 2010 11th IEEE International Workshop on
Conference_Location :
Nagaoka, Niigata
Print_ISBN :
978-1-4244-6668-9
Electronic_ISBN :
1943-6572
DOI :
10.1109/AMC.2010.5464025