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Ali Malkawi

Harvard University

29H指数
142论文数
4.0K被引数
收录论文 34
发表时间
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Asynchronous multi-agent reinforcement learning for coordinated control of natural ventilation and radiant cooling异步多智能体强化学习在自然通风与辐射制冷协同控制中的应用
errEnergy and Buildings
IF7.1
err2026-03-20
err0
PREAI
errElence Xinzhu Chen; Ali Malkawi; Holly Samuelson; Gulai Shen; Na Li
err分享
err收藏
Optimizing Radiant Floor Heating Control with Night Setbacks Using Model-Free Reinforcement Learning and Transfer Learning基于无模型强化学习和迁移学习，通过夜间温度设定优化地板辐射供暖控制
errBuilding and Environment
IF7.6
err2025-09-26
err0
PREAI
errXu Han; Ali Malkawi; Zhuorui Li; Runyu Zhang; Na Li
err分享
err收藏
Development of window scheduler algorithm exploiting natural ventilation and thermal mass for building energy simulation and smart home controls利用自然通风和热质量的窗户调度算法的开发，用于建筑能源模拟和智能家居控制
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-04-01
err3
errOAAI
errYoon, Nari; Norford, Leslie; Wetter, Michael; Malkawi, Ali
err分享
err收藏
Design and applications of an IoT architecture for data-driven smart building operations and experimentation用于数据驱动的智能建筑运营和实验的物联网架构的设计和应用
errENERGY AND BUILDINGS
IF7.1
err2023-09-01
err12
PREAI
errMalkawi, Ali; Ervin, Stephen; Han, Xu; Chen, Elence Xinzhu; Lim, Sunghwan; Ampanavos, Spyridon; Howard, Peter
err分享
err收藏
Model predictive control of short-term winter natural ventilation in a smart building using machine learning algorithms
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2023-08-01
err12
PREAI
errZhang, Wei; Wu, Wentao; Norford, Leslie; Li, Na; Malkawi, Ali
err分享
err收藏
Adaptive model predictive control with ensembled multi-time scale deep-learning models for smart control of natural ventilation
errBUILDING AND ENVIRONMENT
IF7.6
err2023-08-01
err10
errOAAI
errChen, Elence Xinzhu; Han, Xu; Malkawi, Ali; Zhang, Runyu; Li, Na
err分享
err收藏
Data-informed building energy management (DiBEM) towards ultra-low energy buildings面向超低能耗建筑的数据信息建筑能源管理 (DiBEM)
errENERGY AND BUILDINGS
IF7.1
err2023-02-01
err9
PREAI
errHan, Jung Min; Lim, Sunghwan; Malkawi, Ali; Han, Xu; Chen, Elence Xinzhu; Salimi, Shide; Dokka, Tor Helge; Hegli, Tine; Edwards, Kristian
err分享
err收藏
Comprehensive assessment of operational performance of coupled natural ventilation and thermally active building system via an extensive sensor network通过广泛的传感器网络对耦合自然通风和热活化建筑系统的运行性能进行综合评估
errENERGY AND BUILDINGS
IF7.1
err2022-04-01
err15
PREAI
errYan, Bin; Han, Xu; Malkawi, Ali; Dokka, Tor Helge; Howard, Pete; Knowles, Jacob; Hegli, Tine; Edwards, Kristian
err分享
err收藏
Zero-carbon balance: The case of HouseZero (vol 207, 108511, 2022)
errBUILDING AND ENVIRONMENT
IF7.6
err2022-03-01
err0
PREAI
errGrinham, Jonathan; Fjeldheim, Henning; Yan, Bin; Helge, Tor Dokka; Edwards, Kristian; Hegli, Tine; Malkawi, Ali
err分享
err收藏
Zero-carbon balance: The case of HouseZero
errBUILDING AND ENVIRONMENT
IF7.6
err2022-01-01
err33
PREAI
errGrinham, Jonathan; Fjeldheim, Henning; Yan, Bin; Helge, Tor Dokka; Edwards, Kristian; Hegli, Tine; Malkawi, Ali
err分享
err收藏
CoolVox: Advanced 3D convolutional neural network models for predicting solar radiation on building facades
errBUILDING SIMULATION
IF5.9
err2021-09-18
err13
PREAI
errHan, Jung Min; Choi, Eun Seuk; Malkawi, Ali
err分享
err收藏
Using recurrent neural networks for localized weather prediction with combined use of public airport data and on-site measurements
errBUILDING AND ENVIRONMENT
IF7.6
err2021-04-01
err35
errOAAI
errHan, Jung Min; Ang, Yu Qian; Malkawi, Ali; Samuelson, Holly W.
err分享
err收藏
Simplified direct forcing approach for dynamic modeling of building natural ventilation
errBUILDING AND ENVIRONMENT
IF7.6
err2021-01-01
err3
PREAI
errWu, Wentao; Han, Jung Min; Malkawi, Ali
err分享
err收藏
Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling
errBUILDING AND ENVIRONMENT
IF7.6
err2020-08-01
err16
errOAAI
errYoon, Nari; Norford, Leslie; Malkawi, Ali; Samuelson, Holly; Piette, Mary Ann
err分享
err收藏
Critical evaluation of analytical methods for thermally activated building systems
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2020-01-01
err11
PREAI
errWu, Wentao; Zhang, Wei; Benner, Jingru; Malkawi, Ali
err分享
err收藏
An energy efficient hydraulic system to cool manure and reduce ammonia emissions from livestock buildings
errJOURNAL OF CLEANER PRODUCTION
IF10
err2019-10-01
err6
PREAI
errWu, Wentao; Tong, Zheming; Zhang, Guoqiang; Malkawi, Ali; Wang, Xiaoshi; Benner, Jingru
err分享
err收藏
Design-based natural ventilation evaluation in early stage for high performance buildings
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2019-02-01
err43
PREAI
errWang, Bing; Malkawi, Ali
err分享
err收藏
Achieving natural ventilation potential in practice: Control schemes and levels of automation
errAPPLIED ENERGY
IF11
err2019-02-01
err80
PREAI
errChen, Yujiao; Tong, Zheming; Wu, Wentao; Samuelson, Holly; Malkawi, Ali; Norford, Leslie
err分享
err收藏
Optimal control of HVAC and window systems for natural ventilation through reinforcement learning
errENERGY AND BUILDINGS
IF7.1
err2018-06-01
err214
PREAI
errChen, Yujiao; Norford, Leslie K.; Samuelson, Holly W.; Malkawi, Ali
err分享
err收藏
Investigating natural ventilation potentials across the globe: Regional and climatic variations
errBUILDING AND ENVIRONMENT
IF7.6
err2017-09-01
err171
PREAI
errChen, Yujiao; Tong, Zheming; Malkawi, Ali
err分享
err收藏

研究方向

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合作学者
合作期刊
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Zhu Liu
H 指数: 90 · 论文数: 487
G
Guoqiang Zhang
H 指数: 67 · 论文数: 547
L
Leslie K. Norford
H 指数: 61 · 论文数: 344
P
Panos Y. Papalambros
H 指数: 58 · 论文数: 570
N
Na Li
H 指数: 55 · 论文数: 684
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