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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Oliveira, P. Pinto, T. Praca, I. Vale, Z. Morais, H. |
| Copyright Year | 2013 |
| Description | Author affiliation: GECAD - Knowledge Eng. & Decision Support Res. Center, IPP - Polytech. of Porto, Porto, Portugal (Oliveira, P.; Pinto, T.; Praca, I.; Vale, Z.; Morais, H.) |
| Abstract | Recent changes in electricity markets (EMs) have been potentiating the globalization of distributed generation. With distributed generation the number of players acting in the EMs and connected to the main grid has grown, increasing the market complexity. Multi-agent simulation arises as an interesting way of analysing players' behaviour and interactions, namely coalitions of players, as well as their effects on the market. MASCEM was developed to allow studying the market operation of several different players and MASGriP is being developed to allow the simulation of the micro and smart grid concepts in very different scenarios This paper presents a methodology based on artificial intelligence techniques (AI) for the management of a micro grid. The use of fuzzy logic is proposed for the analysis of the agent consumption elasticity, while a case based reasoning, used to predict agents' reaction to price changes, is an interesting tool for the micro grid operator. |
| Starting Page | 1 |
| Ending Page | 6 |
| File Size | 666322 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781467356695 |
| DOI | 10.1109/PTC.2013.6652263 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-06-16 |
| Publisher Place | France |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Microgrids Artificial intelligence Elasticity Smart grids Biological system modeling Distributed power generation Electricity supply industry Smart Grid Artificial Intelligence Electricity Markets Micro Grid Multi-agent Simulation |
| Content Type | Text |
| Resource Type | Article |
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