Ikeda Shintaro 池田伸太郎

Researcher Number	00843525
Affiliation (Current)	2022: 東京工業大学, 環境・社会理工学院, 准教授
Affiliation (based on the past Project Information) *help	2021: 東京工業大学, 環境・社会理工学院, 准教授 2019 – 2020: 東京理科大学, 工学部建築学科, 助教
Review Section/Research Field	Principal Investigator 0304:Architecture, building engineering, and related fields Except Principal Investigator Medium-sized Section 23:Architecture, building engineering, and related fields
Keywords	Principal Investigator 最適化 / メタヒューリスティクス / 建築設備設計 / 建築設備運用 / 数理最適化 / 動的計画法 / 建築設備 / 建築環境工学 / 建築設備工学 / 自動化 / 人工知能 / アルゴリズム … More Except Principal Investigator … More

Construction of digital twin that fuses AI and physical model to optimize building energy system
- Principal Investigator
  
  大岡龍三
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 23:Architecture, building engineering, and related fields
- Research Institution
  The University of Tokyo
Development of Optimization Algorithms for Innovative Design Methods of Building EquipmentPrincipal Investigator
- Principal Investigator
  
  Ikeda Shintaro
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0304:Architecture, building engineering, and related fields
- Research Institution
  Tokyo University of Science

All 2021 2020 2019

All Journal Article Presentation

[Journal Article] A novel optimization method combining metaheuristics and machine learning for daily optimal operations in building energy and storage systems2021
- Author(s)
  Ikeda Shintaro、Nagai Tatsuo
- Journal Title
  
  Applied Energy
  
  Volume: 289 Pages: 116716-116716
- DOI
  10.1016/j.apenergy.2021.116716
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K23555
[Presentation] 蓄熱槽を含むエネルギーシステムの最適化における探索手法および制約法の評価・比較2020
- Author(s)
  倉澤伸昌, 池田伸太郎, 長井達夫
- Organizer
  空気調和・衛生工学会大会
- Data Source
  KAKENHI-PROJECT-19K23555
[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第2報）知的最適化による設計最適化と多様な機器構成の提案2020
- Author(s)
  飯嶋二裕美, 池田伸太郎, 長井達夫
- Organizer
  空気調和・衛生工学会大会
- Data Source
  KAKENHI-PROJECT-19K23555
[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第1報）知的最適化と動的計画法によるCHPと蓄熱槽を含むシステムの設計最適化2019
- Author(s)
  飯島二裕美、池田伸太郎、長井達夫
- Organizer
  空気調和・衛生工学会大会
- Data Source
  KAKENHI-PROJECT-19K23555

1. 大岡龍三 (90251470)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 長井達夫 (00316001)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 崔元準 (30817458)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 菊本英紀 (80708082)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Ikeda Shintaro 池田伸太郎

Research Projects

Research Products

Co-Researchers

Construction of digital twin that fuses AI and physical model to optimize building energy system

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Optimization Algorithms for Innovative Design Methods of Building EquipmentPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] A novel optimization method combining metaheuristics and machine learning for daily optimal operations in building energy and storage systems2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] 蓄熱槽を含むエネルギーシステムの最適化における探索手法および制約法の評価・比較2020

Author(s)

Organizer

Data Source

[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第2報）知的最適化による設計最適化と多様な機器構成の提案2020

Author(s)

Organizer

Data Source

[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第1報）知的最適化と動的計画法によるCHPと蓄熱槽を含むシステムの設計最適化2019

Author(s)

Organizer

Data Source

Ikeda Shintaro 池田 伸太郎

Research Projects

Research Products

Co-Researchers

Construction of digital twin that fuses AI and physical model to optimize building energy system

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Optimization Algorithms for Innovative Design Methods of Building EquipmentPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] A novel optimization method combining metaheuristics and machine learning for daily optimal operations in building energy and storage systems2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] 蓄熱槽を含むエネルギーシステムの最適化における探索手法および制約法の評価・比較2020

Author(s)

Organizer

Data Source

[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第2報）知的最適化による設計最適化と多様な機器構成の提案2020

Author(s)

Organizer

Data Source

[Presentation] エネルギーシステムの統合的最適設計に関する自動化アルゴリズムの開発（第1報）知的最適化と動的計画法によるCHPと蓄熱槽を含むシステムの設計最適化2019

Author(s)

Organizer

Data Source

Ikeda Shintaro 池田伸太郎