2023年度 人工知能学会全国大会(第37回)

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国際セッション » IS-3 Agents

[3U1-IS-3] Agents

2023年6月8日(木) 09:00 〜 10:40 U会場 (遠隔)

Chair: Hisashi Hayashi (Advanced institute of industrial technology)

10:20 〜 10:40

[3U1-IS-3-05] Analysis of Carbon Neutrality Scenarios of Industrial Consumers Combining Power Generation, Storage, and DR Using an Electricity Market Model

〇Long Cheng1, Kiyoshi Izumi1, Masanori Hirano1 (1. The University of Tokyo)

[[Online, Regular]]

キーワード:electric power market, multi-agent simulation, carbon neutrality, power procurement, factory

Electricity procurement of industrial consumers is becoming more and more complicated, involving a combination of various procurement methods, due to electricity liberalization and decarbonization trends. This study analyzed power procurement strategies for a factory to achieve carbon neutralization through a multi-agent model simulating the electricity market and introduced a factory agent using various procurement methods including PV, FC, storage batteries (SB) and DR. Firstly, we created a new procurement strategy utilizing all methods. Then, from the perspective of total cost to achieve carbon neutralization, we analyzed the effects of each procurement method, improved the DR scenario and verified it. Results showed PV had a remarkable cost reduction effect, while effect of FC increased significantly with unit cost decrease. Effect of SB and DR were not as great as PV but still considered to be effective as certain effects was confirmed. Finally, we created a DR scenario incorporating the operation of PV, as it is considered to be necessary based on the results. Through experiment, the new scenario was confirmed to be effective in cost-effectiveness for decarbonization.

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