학술논문
Optimal Planning of Smart Community Considering Uncertainty of Renewable Energies —Proposal and an Application of Multi-population Global-best Brain Storm Optimization with Differential Evolution Strategies— / 再生可能エネルギーの不確定性を考慮したスマートコミュニティ最適計画
Document Type
Journal Article
Author
Source
電気学会論文誌Ｂ（電力・エネルギー部門誌） / IEEJ Transactions on Power and Energy. 2019, 139(4):240
Subject
Language
Japanese
ISSN
0385-4213
1348-8147
1348-8147
Abstract
The paper proposes total optimization of smart community by multi-population global-best brains storm optimization with differential evolution strategies considering uncertainty of renewable energies. This paper tries to minimize total energy costs, actual electric power loads at peak load hours (peak shifting), and CO2 emission for whole of a smart community. The simulation results by the proposed method are compared with those by Differential evolutionary particle swarm optimization, brains storm optimization, brains storm optimization with differential evolution, global-best brains storm optimization.