Optimal Setting Value Search Algorithm of Heat Source System Using Bayesian Optimization
Bibliographic Information
- Other Title
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- ベイズ最適化を用いた熱源システムの最適設定値探索アルゴリズムの研究
Abstract
<p>Energy saving is required for air conditioning systems. Optimal operation using conventional energy simulation has a problem that it takes time to create a model. Therefore, we will consider how to automatically determine the optimal operation by using Bayesian optimization. In this paper, Bayesian optimization and energy simulation are compared and evaluated. As a result, it is shown to be possible to achieve the same accuracy as energy simulation with a small amount of observation data.</p>
Journal
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- Techinical Papers of Annual Meeting the Society of Heating,Air-conditioning and Sanitary Engineers of Japan
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Techinical Papers of Annual Meeting the Society of Heating,Air-conditioning and Sanitary Engineers of Japan 2019.9 (0), 33-36, 2019
The Society of Heating,Air-Conditioning&Sanitary Engineers of Japan
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Details 詳細情報について
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- CRID
- 1390567901494301568
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- NII Article ID
- 130007933252
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- ISSN
- 24242179
- 18803806
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed