Title :
Simulation-based environment for modeling distributed agents for smart grid energy management
Author :
Maturana, F. ; Ambre, R. ; Staron, R. ; Carnahan, D. ; Loparo, Kenneth
Author_Institution :
Adv. Technol. Lab., Rockwell Autom., Cleveland, OH, USA
Abstract :
As control systems become more complex, increased levels of testing and validation lead to improvements in control system robustness and reliability. We propose a testing and validation scenario in which control and plant algorithms are executed on real-time targets in a multi-agent distributed simulation environment. This simulation environment is achieved by embedding the simulation into micro controllers thereby allowing realtime interactions between the simulation and controller. In this paper, we discuss a distributed simulation environment that combines control, agents, and simulation in the Matlab xPC target technology for the embeddable simulation part of the environment. We intend to embed the simulation into an ARM-based core micro controller. The simulations and the (Programmable Logic Controller) PLC concurrently interact with each other using a (Common Industrial Protocol) CIP-based tag-level communications protocol. This combination of technologies creates a high fidelity testing environment.
Keywords :
distributed processing; microcontrollers; multi-agent systems; production control; programmable controllers; Matlab xPC target technology; common industrial protocol; control system robustness; distributed agent modeling; microcontroller; multiagent distributed simulation environment; programmable logic controller; simulation-based environment; smart grid energy management; system reliability; testing scenario; validation scenario; Automation; Cognition; Computational modeling; Data models; Hardware; Process control; Real time systems;
Conference_Titel :
Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference on
Conference_Location :
Toulouse
Print_ISBN :
978-1-4577-0017-0
Electronic_ISBN :
1946-0740
DOI :
10.1109/ETFA.2011.6059124