Title :
A multi-agent system transient stability platform for resilient self-healing operation of multiple microgrids
Author :
Rivera, Sebastian ; Farid, Amro M. ; Youcef-Toumi, Kamal
Author_Institution :
Dept. of Mech. Eng., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper proposes a multi-agent transient stability platform for the study of self-operation of multiple microgrids. This platform combines a MATLAB-based time domain simulation of the grid´s transient stability with a JAVA-JADE (JAVA Agent DEvelopment Framework) which supports the development of multi-agent systems that utilize distributed artificial intelligence techniques that support simultaneous, geographically-distributed, and coordinated decision-making techniques. This hybrid platform leverages the numerical strengths of MATLAB with JAVA´s multi-threaded decision-making capability. To that effect, the platform was tested on two complementary test cases: one to demonstrate a dynamic reconfiguration capability and another to demonstrate the decentralized dispatch of multiple microgrids. The work presents many opportunities for future developments in the domain of resilient self-healing operation of power grids.
Keywords :
Java; artificial intelligence; decision making; distributed power generation; multi-agent systems; power engineering computing; power grids; power system transient stability; time-domain analysis; JAVA agent development framework; JAVA-JADE; MATLAB; distributed artificial intelligence; dynamic reconfiguration; grid transient stability; multiagent system; multiple microgrids; multithreaded decision-making; power grids; resilient self-healing operation; self-operation; time domain simulation; Java; MATLAB; Microgrids; Numerical stability; Power system stability; Stability analysis; Transient analysis; Jade; microgrids; multi-agent systems; power system control; transient stability;
Conference_Titel :
Innovative Smart Grid Technologies Conference (ISGT), 2014 IEEE PES
Conference_Location :
Washington, DC
DOI :
10.1109/ISGT.2014.6816377