Title :
A "plug and play" computationally efficient approach for control design of large-scale nonlinear systems using cosimulation: a combination of two "ingredients"
Author :
Baldi, Simone ; Michailidis, Iakovos ; Kosmatopoulos, Elias B. ; Ioannou, Petros A.
Abstract :
This article describes a computationally efficient simulation-based control design approach that has the capability of handling optimization problems arising from large-scale nonlinear systems, with fast convergence properties and low computational requirements. The purpose of this article is to describe the main features of the PCAO algorithm, analyze its convergence and stability properties, and demonstrate its efficiency using simulations of two large-scale, real-life systems (a traffic network and an energy-efficient building) for which conventional optimization techniques fail to provide an efficient simulation-based control design.
Keywords :
control system synthesis; large-scale systems; nonlinear control systems; simulation; stability; LSS; PCAO algorithm; cosimulation; cost function; energy-efficient building; large-scale nonlinear systems; large-scale systems; plug-and-play approach; simulation-based control design; stability properties; traffic network; Algorithm design and analysis; Computer applications; Control design; Large-scale systems; Mathematical model; Optimization;
Journal_Title :
Control Systems, IEEE
DOI :
10.1109/MCS.2014.2333272