Title :
A Framework for Co-simulation of AI Tools with Power Systems Analysis Software
Author :
Roche, Robin ; Natarajan, Sudarshan ; Bhattacharyya, Ayan ; Suryanarayanan, Siddharth
Author_Institution :
Res. Inst. on Transp., Energy & Soc. (IRTES-SeT), Univ. of Technol. of Belfort-Montbeliard, Belfort, France
Abstract :
As the smart grid initiative is pushing for smarter controls, the need for artificial intelligence-based decision-making tools, such as agent-based programs, is becoming more prevalent. However, these tools alone are not sufficient to study the behavior of the algorithms in simulations. They need to be interfaced with power systems analysis tools such as PowerWorld Simulator. This paper proposes a framework for co-simulation with two types of tools: a) MathWorks Matlab and PowerWorld, and b) the multiagent middleware JADE and PowerWorld. The source code for this framework has been made available in the public domain for the research community.
Keywords :
artificial intelligence; middleware; multi-agent systems; power engineering computing; smart power grids; AI tool cosimulation; JADE; MathWorks; Matlab; PowerWorld Simulator; agent-based program; artificial intelligence-based decision-making tool; multiagent middleware; power systems analysis software; smart grid initiative; Algorithm design and analysis; Artificial intelligence; Computational modeling; MATLAB; Smart grids; Co-simulation; JADE; Matlab; PowerWorld; genetic algorithm; multi-agent systems;
Conference_Titel :
Database and Expert Systems Applications (DEXA), 2012 23rd International Workshop on
Conference_Location :
Vienna
Print_ISBN :
978-1-4673-2621-6
DOI :
10.1109/DEXA.2012.9