Optimal identification experiment design for the interconnection of locally controlled systems

• This paper considers the identification of the modules of a network of locally controlled systems (multi-agent systems). Its main contribution is to determine the least perturbing identification experiment that will nevertheless lead to sufficiently accurate models of each module for the global performance of the network to be improved by a redesign of the decentralized controllers. Another contribution is to determine the experimental conditions under which sufficiently informative data (i.e. data leading to a consistent estimate) can be collected for the identification of any module in such a network. 

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)

Keyword

Experiment design

Identification for control

Interconnected systems

Control systems

Electrical engineering

Large scale systems

Controlled system

Decentralized controller

Experimental conditions

Global performance

Multi agent systems

Publication and Content Type

ref (subject category)

art (subject category)