A Framework for Co-simulation of AI Tools with Power Systems Analysis Software

被引：24

作者：

Roche, Robin ^{[1
]}

Natarajan, Sudarshan ^{[2
]}

Bhattacharyya, Ayan ^{[2
]}

Suryanarayanan, Siddharth ^{[2
]}

机构：

[1] Univ Technol Belfort Montbeliard, Res Inst Transportat Energy & Soc IRTES SeT, Belfort, France

[2] Colorado State Univ, ECE Dept, APEL, Ft Collins, CO USA

来源：

2012 23RD INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA) | 2012年

关键词：

Co-simulation; genetic algorithm; JADE; Matlab; multi-agent systems; PowerWorld;

D O I：

10.1109/DEXA.2012.9

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 multi-agent middleware JADE and PowerWorld. The source code for this framework has been made available in the public domain for the research community.

引用

页码：350 / 354

页数：5

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