Title :
Single-integration mode scheduling for linear time-varying switched systems
Author :
Mavrommati, Anastasia ; Murphey, Todd D.
Author_Institution :
Dept. of Mech. Eng., Northwestern Univ., Evanston, IL, USA
Abstract :
This paper considers the problem of optimizing the schedule of modes in a linear time-varying switched system subject to a quadratic cost functional. The switched system optimization is formulated as an infinite-dimensional optimal control problem where a projection-based technique handles an integer constraint. In the proposed implementation, only a single set of differential equations needs to be solved off-line, with no additional simulation required during the optimization. Robustness to numerical errors is enhanced as these differential equations are as smooth as the system´s vector fields, despite the optimization itself being non-smooth. An example demonstrates the optimization algorithm steps and verifies feasibility and convergence.
Keywords :
costing; differential equations; linear systems; multidimensional systems; optimal control; optimisation; scheduling; time-varying systems; vectors; convergence; differential equations; infinite-dimensional optimal control problem; integer constraint; linear time-varying switched systems; mode schedule optimization; numerical errors; projection-based technique; quadratic cost functional; single-integration mode scheduling; switched system optimization; vector fields; Equations; Mathematical model; Optimization; Schedules; Switched systems; Switches; Linear systems; Optimal control; Switched systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859289