Title :
Proposed Architecture for Substation Local Master Station (LMS) based on Intelligent Agents: Challenges and Benefits
Author :
Picasso-Blanquel, C. ; Ibarguengoytia, P.H. ; Alvarez-Cortés, V.
Author_Institution :
Div. of Control Syst., Electrical Res. Inst.
Abstract :
Multi-agent systems (MAS) is a novel technology that is being used in several fields of engineering. In environments where several decisions have to be made, the MAS is conformed by agents that utilize artificial intelligence (AI) techniques to support real time autonomous operation. This paper presents a proposed application of MAS in electrical substation automation and in distribution automation systems. These automation systems are formed, among other equipment, by the local master station (LMS): the computational system of the substation. The master station executes the control and central processing of the distribution networks or dispatch regional centers. In this kind of environments, multiple collaborative agents achieve their specific goals and cooperate to achieve the system goal. Specific activities carried out by the agents include the acquisition of information, communication transport information, data management and visualization functions. The acquisition is achieved from the substation equipment like remote terminal units (RTUs), meters, protections and relays (IEDs). This paper presents an overview of the principles underlying the intelligent agents´ paradigm and the AI techniques that can be utilized to support collaborative agents in a substation environment. This paper also discusses the potential benefits of this approach over the traditional architectures as well as the foreseen challenges involved
Keywords :
SCADA systems; distribution networks; multi-agent systems; substation automation; IED; artificial intelligence techniques; data management; dispatch regional centers; distribution automation systems; electrical substation automation; information acquisition; intelligent agents; meters; multiagent systems; multiple collaborative agents; protections; real time autonomous operation; relays; remote terminal units; substation local master station; visualization functions; Artificial intelligence; Automatic control; Centralized control; Collaboration; Communication system control; Intelligent agent; Least squares approximation; Multiagent systems; Process control; Substation automation; Artificial Intelligence; Computer Architecture; Cooperative Systems; Intelligent Systems; SCADA Systems; Substations;
Conference_Titel :
Transmission & Distribution Conference and Exposition: Latin America, 2006. TDC '06. IEEE/PES
Conference_Location :
Caracas
Print_ISBN :
1-4244-0287-5
Electronic_ISBN :
1-4244-0288-3
DOI :
10.1109/TDCLA.2006.311471