KODAIRA DAISUKE 小平大輔

… Alternative Names

Kodaira Daisuke 小平大輔

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Researcher Number	20880777
Other IDs
Affiliation (Current)	2025: 筑波大学, システム情報系, 助教
Affiliation (based on the past Project Information) *help	2022 – 2023: 筑波大学, システム情報系, 助教 2021: 東京理科大学, 理工学部電気電子情報工学科, 助教
Review Section/Research Field	Principal Investigator Basic Section 21010:Power engineering-related
Keywords	Principal Investigator 蓄電池 / 電気自動車 / 発電量予測 / アグリゲーション / 電力市場価格予測 / 太陽光発電予測 / 強化学習 / 電力取引 / 電力系統 / Probabilistic forecast … More / machine learning / Electric Vehicle / Prediction Interval / 計算量低減 / Virtual Power Plant / 確率的需要予測 / 配電系統 / 最適化 / EV充放電最適化 / 電力需要予測 Less

Research Projects
(2 results)
Research Products
(10 results)

Model Development and Demonstration of Electricity Aggregation using Reinforcement LearningPrincipal Investigator
- Principal Investigator
  
  小平大輔
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 21010:Power engineering-related
- Research Institution
  University of Tsukuba
Optimal EV charging algorithm with probabilistic EV demand forecastingPrincipal Investigator
- Principal Investigator
  
  Kodaira Daisuke
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 21010:Power engineering-related
- Research Institution
  University of Tsukuba
  Tokyo University of Science

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Parameter Evaluation in Motion Estimation for Forecasting Multiple Photovoltaic Power Generation2022
- Author(s)
  Kure T, Tsuchiya HD, Kameda Y, Yamamoto H, Kodaira D, Kondoh J.
- Journal Title
  
  Energies
  
  Volume: 15 Issue: 8 Pages: 2855-2875
- DOI
  10.3390/en15082855
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K14150, KAKENHI-PROJECT-17K12717
[Journal Article] Assessing the Impact of Features on Probabilistic Modeling of Photovoltaic Power Generation2022
- Author(s)
  H. Yamamoto, J. Kondoh, and D. Kodaira
- Journal Title
  
  Energies
  
  Volume: 15 Issue: 15 Pages: 5337-5337
- DOI
  10.3390/en15155337
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K14150
[Journal Article] Life Evaluation of Battery Energy System for Frequency Regulation Using Wear Density Function2022
- Author(s)
  J. Park, J. Choi, H. Jo, D. Kodaira, S. Han, and M. A. Acquah
- Journal Title
  
  Energies
  
  Volume: 15 Issue: 21 Pages: 8071-8071
- DOI
  10.3390/en15218071
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14150
[Journal Article] Adaptive Power Flow Prediction Based on Machine Learning2021
- Author(s)
  Park J, Kodaira D, Agyeman KA, Jyung T, Han S
- Journal Title
  
  Energies
  
  Volume: 14 Issue: 13 Pages: 3942-3960
- DOI
  10.3390/en14133842
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14150
[Journal Article] Improving Forecast Reliability for Geographically Distributed Photovoltaic Generations2021
- Author(s)
  Kodaira D, Tsukazaki K, Kure T, Kondoh J.
- Journal Title
  
  Energies
  
  Volume: 14 Issue: 21 Pages: 7340-7355
- DOI
  10.3390/en14217340
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K14150
[Presentation] Quantile Regressionを用いた確率的電力価格予測2024
- Author(s)
  大曽根　佑紀，小平　大輔
- Organizer
  令和6年電気学会全国大会
- Data Source
  KAKENHI-PROJECT-23K13306
[Presentation] 分位点回帰を用いた太陽光と風力発電の統合予測モデル2024
- Author(s)
  野村　成孝，小平　大輔
- Organizer
  令和6年電気学会全国大会
- Data Source
  KAKENHI-PROJECT-23K13306
[Presentation] 収益向上を目指した強化学習による蓄電池制御2024
- Author(s)
  後藤　拓也，小平　大輔
- Organizer
  令和6年電気学会全国大会
- Data Source
  KAKENHI-PROJECT-23K13306
[Presentation] Optimal Control of Battery System by Reinforcement Learning Considering Profitability2023
- Author(s)
  T. Goto and D. Kodaira
- Organizer
  2023 International Conference on Power and Renewable Energy Engineering (PREE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13306
[Presentation] Multi-point forecasting of photovoltaic power generation by light gradient boosting machine2022
- Author(s)
  H. Yamamoto, T. Kure, J. Kondoh, and D. Kodaira
- Organizer
  Grand Renewable Energy proceedings, 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14150

KODAIRA DAISUKE 小平 大輔

Kodaira Daisuke 小平 大輔

Research Projects

Research Products

Model Development and Demonstration of Electricity Aggregation using Reinforcement LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Optimal EV charging algorithm with probabilistic EV demand forecastingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Parameter Evaluation in Motion Estimation for Forecasting Multiple Photovoltaic Power Generation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Assessing the Impact of Features on Probabilistic Modeling of Photovoltaic Power Generation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Life Evaluation of Battery Energy System for Frequency Regulation Using Wear Density Function2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Adaptive Power Flow Prediction Based on Machine Learning2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Improving Forecast Reliability for Geographically Distributed Photovoltaic Generations2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Quantile Regressionを用いた確率的電力価格予測2024

Author(s)

Organizer

Data Source

[Presentation] 分位点回帰を用いた太陽光と風力発電の統合予測モデル2024

Author(s)

Organizer

Data Source

[Presentation] 収益向上を目指した強化学習による蓄電池制御2024

Author(s)

Organizer

Data Source

[Presentation] Optimal Control of Battery System by Reinforcement Learning Considering Profitability2023

Author(s)

Organizer

Data Source

[Presentation] Multi-point forecasting of photovoltaic power generation by light gradient boosting machine2022

Author(s)

Organizer

Data Source

KODAIRA DAISUKE 小平大輔

Kodaira Daisuke 小平大輔