| Presentation | 2013-07-04 Balancing Supply-Demand and Electric Power Exchange by Customer-Side Agents Shun KAGAYA, Sachiyo ARAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The construction of microgrid to introduce solar photovoltaic has been promoted for recent years. However, to utilize solar photovoltaic, it is important to resolve instability of its demand. In this paper, we proposed an autonomous agent to manage the microgrid to be independent of main grid. The agent consists of five modules; solar photovoltaic, constant generator, power demand, home co-generation system and storage unit. We introduce reinforcement learning with actor-critic and tile coding to control a co-generation system. Also, to realize self-contained management within a microgrid, the agent has a mechanism to share electricity with neighbor of the area network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multiagent system / Temporal difference learning / Actor-Critic / Tile coding |
| Paper # | AI2013-3 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2013/6/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Balancing Supply-Demand and Electric Power Exchange by Customer-Side Agents |
| Sub Title (in English) | |
| Keyword(1) | Multiagent system |
| Keyword(2) | Temporal difference learning |
| Keyword(3) | Actor-Critic |
| Keyword(4) | Tile coding |
| 1st Author's Name | Shun KAGAYA |
| 1st Author's Affiliation | Graduate School of Engineering, Chiba University() |
| 2nd Author's Name | Sachiyo ARAI |
| 2nd Author's Affiliation | Graduate School of Engineering, Chiba University |
| Date | 2013-07-04 |
| Paper # | AI2013-3 |
| Volume (vol) | vol.113 |
| Number (no) | 113 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |