Practicality Assessment of MILP and PSO and Evaluation of Hybridized Method in Operational Plans for Microgrid System
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- Tanahashi Yu
- TOENEC CORPORATION Nagoya Institute of Technology
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- Kobayashi Hiroshi
- TOENEC CORPORATION
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- Nakamura Yuta
- Nagoya Institute of Technology
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- Aoki Mutsumi
- Nagoya Institute of Technology
Bibliographic Information
- Other Title
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- マイクログリッドシステムの運転におけるMILPとPSOを用いたハイブリッド手法の実用性評価
- マイクログリッド システム ノ ウンテン ニ オケル MILP ト PSO オ モチイタ ハイブリッド シュホウ ノ ジツヨウセイ ヒョウカ
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Description
<p>Mixed integer linear programming (MILP) and particle swarm optimization (PSO) are applied to create operational plans for microgrid systems composed of photovoltaic, battery, and co-generation systems. In this study, yearly operation plans are created using either MILP or PSO method with different optimization characteristics to minimize the operational cost, and evaluates the practicality of each method in terms of calculation accuracy and calculation time. Furthermore, a novel hybridized method is developed using the two calculation methods, and its usefulness is evaluated.</p>
Journal
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- IEEJ Transactions on Industry Applications
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IEEJ Transactions on Industry Applications 142 (12), 897-906, 2022-12-01
The Institute of Electrical Engineers of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390857226429012864
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- NII Book ID
- AN10012320
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- ISSN
- 13488163
- 09136339
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- NDL BIB ID
- 032571794
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
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- Abstract License Flag
- Disallowed