Nonlinearity in thermal comfort-based control systems: A systematic review DOI Creative Commons
Nourehan Wahba, Behzad Rismanchi, Ye Pu

и другие.

Energy and Buildings, Год журнала: 2024, Номер unknown, С. 115060 - 115060

Опубликована: Ноя. 1, 2024

Язык: Английский

Multi-agent deep reinforcement learning based HVAC control for multi-zone buildings considering zone-energy-allocation optimization DOI
Wenping Xue, Ning Jia, Ming Zhao

и другие.

Energy and Buildings, Год журнала: 2025, Номер 329, С. 115241 - 115241

Опубликована: Янв. 2, 2025

Язык: Английский

Процитировано

4
Reinforcement Learning for Control and Optimization of Real Buildings: Identifying and Addressing Implementation Hurdles DOI Creative Commons
Lotta Kannari, Nina Wessberg,

Sara Hirvonen

и другие.

Journal of Building Engineering, Год журнала: 2025, Номер unknown, С. 112283 - 112283

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

2
Digital Twin Smart City Visualization with MoE-Based Personal Thermal Comfort Analysis DOI Creative Commons

Hoang-Khanh Lam,

Phuoc-Dat Lam, Soo-Yol Ok

и другие.

Sensors, Год журнала: 2025, Номер 25(3), С. 705 - 705

Опубликована: Янв. 24, 2025

Digital twin technology us used to create accurate virtual representations of objects or systems. twins span the object’s life cycle and keep updated with real-time data. Therefore, their simulation capabilities can be combined deep learning a system that simulates scenarios, enabling analysis. As cities continue grow demand for sustainable development increases, digital technology, AI-driven analysis, will play critical role in shaping future urban environments. The ability accurately simulate manage complex systems real time opens up new possibilities optimizing energy usage, reducing costs, improving quality residents. In this study, application is built visualize smart area South Korea, utilizing model personal thermal comfort which useful managing saving building household consumption. Using Cesium Unreal, powerful tool integrating 3D geospatial data, leveraging DataSmith convert data into Unreal Engine format, study also contributes roadmap city development, currently considered lacking. By creating robust framework applications, research not only addresses current challenges but lays groundwork innovations planning management.

Язык: Английский

Процитировано

1
Data-driven Pre-training Framework for Reinforcement Learning of Air-Source Heat Pump (ASHP) Systems Based on Historical Data in Office Buildings: Field Validation DOI
Wenqi Zhang, Yong Yu,

Zhongyuan Yuan

и другие.

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115436 - 115436

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

0
Stable energy management for highway electric vehicle charging based on reinforcement learning DOI

Hongbin Xie,

Song Ge,

Zhuoran Shi

и другие.

Applied Energy, Год журнала: 2025, Номер 389, С. 125541 - 125541

Опубликована: Март 19, 2025

Язык: Английский

Процитировано

0
Autonomous in-situ modeling for virtual building models in digital twins DOI

Jeyoon Lee,

Jiteng Li,

Sungmin Yoon

и другие.

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 127289 - 127289

Опубликована: Март 1, 2025

Процитировано

0
Hierarchical Control Strategy for Heating Systems Using Multi-Agent Deep Reinforcement Learning DOI
Ya‐Ling Wu,

Mingyang Cong,

Qi Lu

и другие.

Journal of Building Engineering, Год журнала: 2025, Номер unknown, С. 112699 - 112699

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0
Customized large-scale model for human-AI collaborative operation and maintenance management of building energy systems DOI
Siliang Chen, Xinbin Liang, Liu Ying

и другие.

Applied Energy, Год журнала: 2025, Номер 393, С. 126169 - 126169

Опубликована: Май 20, 2025

Язык: Английский

Процитировано

0
Optimizing energy efficiency and Sustainable utilization of National Heritage through the remodeling of closed school buildings DOI

Haedeun Park,

Su-Hwan Yeo,

Hyeonwoo Jeong

и другие.

Energy and Buildings, Год журнала: 2024, Номер unknown, С. 115168 - 115168

Опубликована: Дек. 1, 2024

Язык: Английский

Процитировано

2
Nonlinearity in thermal comfort-based control systems: A systematic review DOI Creative Commons
Nourehan Wahba, Behzad Rismanchi, Ye Pu

и другие.

Energy and Buildings, Год журнала: 2024, Номер unknown, С. 115060 - 115060

Опубликована: Ноя. 1, 2024

Язык: Английский

Процитировано

1