All Publications
RCBldEng - a computationally efficient RC network modeling method and engine for multizone building simulation
Pengyuan Shen
How AI Shapes the Future Landscape of Sustainable Building Design With Climate Change Challenges?
Pengyuan Shen, Xiaoni Gao, Shuai Lu, Yi Zhang, Xing Zheng, Matthaios Santamouris
Visual-thermal interaction effects on perceived restoration in dynamic park routes: a time-series perspective on outdoor climate adaptation in hot climates
Wen Dong, Pengyuan Shen, Yaowu Wang, Mei Liu, Donghui Dai
A machine learning based rapid thermal performance modeling method for modular buildings with BIPV: A novel decomposition strategy with real-time prediction capabilities
Yiqian Zheng, Biao Yang, Miaomiao Hou, Yi Zhang, Yuekuan Zhou, Xing Zheng, Pengyuan Shen
Passive design strategies for curtain wall system in subtropical office buildings in China considering multi-sensory comfort
Lei Yub, Caifang Linb, Wei Gub, Xing Zheng, Yi Zhang, Pengyuan Shen
Climate-adaptive building design through explainable AI: 3D spatial layout automation and evolutionary optimization across climate zones
Peiying Huang, Yanxiang Yang, Wen Gao, Xing Zheng, Pengyuan Shen
Precooling effectiveness in residential buildings during heatwaves with power outages: A sensitivity and parametric analysis
Xue Liu, Hao Tang, Xuyuan Kang, Pengyuan Shen, Xin Zhou, Da Yan
Rooftop PV layout generation and optimization model for large-scale building cluster
Rui Miao, Haoqing Zhu, Yi Zhang,* Kanghua Li, Yuan Yuan, Pengyuan Shen, He Qi
High-resolution spatiotemporal mapping from ERA5 reanalysis: integrating multi-source data with machine learning for the city of Shenzhen
Haida Tang , Jiayu Chen , Xingkang Chai , Chunying Li ,Chunchun Meng , Siyuan Chen , Wei Gu , Pengyuan Shen
Optimizing Building Envelope Design for Subtropical High-Rise Offices in Shenzhen: A Parametric Analysis of Multiple Building Performance Indicators
Lei Yu, Caifang Lin, Pengyuan Shen
Energy-efficient building spatial layout strategies under future climate change scenarios
Pengyuan Shen * , Yanxiang Yang, Lingyao Li, Jie Zhong
Development and validation of rapid building energy simulation engine based on novel multithermal-zone RC network modeling method
Pengyuan Shen *
Data-driven smart control for window and HVAC systems in sports space considering thermal comfort and energy efficiency
Y Li, L Li, P Shen
A novel approach for hourly weather downscaling for building performance simulation under future climate change
Pengyuan Shen *
Integrating Renewable Energy with Electric Vehicle Charging Infrastructure in China: A Strategy for Enhanced Accessibility and Carbon Abatement
Yuyu Zheng, Aoye Song, Zhaohui Dan, Xin Sun, Shuncheng Lee, Wei Feng, Pengyuan Shen, Yuekuan Zhou
Assessing the effects of viaduct configurations on traffic pollutant transport: A large-eddy simulation study comparing quasi-two-dimensional and three-dimensional urban canyons
Lemei Li, Bin Lu, Peng Qin, Lili Xia, Jun Cai, Jing Dong, Pengyuan Shen, Huanhuan Wang, Zhen Han, Guangdong Duan, Dengkai Chi, Yunfei Fu, Qiusheng Li, Xing Zheng
Integrated physics-machine learning for real-time urban photovoltaic mapping: Coupling local climate zones with 3D building models
Xingkang Chai, Jiayu Chen, Chunying Li, Pengyuan Shen, Yuqin Wang, Yang Wan, Siyuan Chen, Haida Tang
Multi-objective optimization of urban block morphology for thermal comfort and air quality: An integrated CFD-machine learning framework
Meilin Wang, Hang Ma, Xing Zheng, Yi Zhang, Chunze Li, Pengyuan Shen
Quantifying Residential Neighborhood Layout Impact on Pedestrian Wind Environment: CFD Analysis Across China’s Major Climate Zones
Lei Yu, Yongyi Ye, Lemei Li, Chunze Li, Pengyuan Shen
A comprehensive framework for building flexibility assessment: RC-Mapping modeling, flexibility quantification, and uncertainty analysis
Huilong Wang, Xiyin Weng, Yongjun Sun, Pengyuan Shen
Beyond CFD: explainable machine learning for efficient assessment of urban morphology impacts on pedestrian level wind and thermal environment
Xue Cui, Yu Li, Pengyuan Shen
Spatiotemporal mapping of urban air temperature and UHI under TMY condition: A reference station based machine learning approach
Pengyuan Shen
Building and urban simulation under future climate: A novel statistical downscaling method for future hourly weather data generation
Pengyuan Shen
Two-way coupled numerical simulation between outdoor thermal environment and PM2. 5 in urban blocks
Meilin Wang, Hang Ma, Xing Zheng, Chun Han, Pengyuan Shen
Climate Adaptability of Building Passive Strategies to Changing Future Urban Climate: A Review
Pengyuan Shen, Yu Li, Xiaoni Gao, Shuxing Chen, Xue Cui, Yi Zhang, Xing Zheng, Haida Tang, Meilin Wang
Combined impact of climate change and heat island on building energy use in three megacities in China
Pengyuan Shen, Yuchen Ji, Yu Li, Meilin Wang, Xue Cui, Huan Tong
On the two-way interactions of urban thermal environment and air pollution: A review of synergies for identifying climate-resilient mitigation strategies
Pengyuan Shen, Meilin Wang, Hang Ma, Nan Ma
A comparative study of radiant floor heating strategies for passive house in severely cold regions: A case study of Harbin
Xiaoni Gao, Yuchen Ji, Pengyuan Shen
Combined effects of the visual-thermal environment on restorative benefits in hot outdoor public spaces: A case study in Shenzhen, China
DONG Wen, DAI Donghui, LIU Mei, WANG Yaowu, LI Shuang, SHEN Pengyuan
A novel sun-shading design for indoor visual comfort and energy saving in typical office space in Shenzhen
Yiqian Zheng, Jinxuan Wu, Hao Zhang, Caifang Lin, Yu Li, Xue Cui, Pengyuan Shen
Performance of district energy system under changing climate: A case study of Shenzhen
Pengyuan Shen, Yuchen Ji, Menglei Zhong
Recent progress in building energy retrofit analysis under changing future climate: A review
Pengyuan Shen, Yu Li, Xiaoni Gao, Yiqian Zheng, Peiying Huang, Ang Lu, Wei Gu, Shuxing Chen
Perspective and analysis of ammonia-based distributed energy system (DES) for achieving low carbon community in China
Hui Du, Pengyuan Shen, Wai Siong Chai, Dongxue Nie, Chengcheng Shan, Lei Zhou
A data-driven model on human thermophysiological and psychological responses under dynamic solar radiation
Yuchen Ji, Jusheng Song, Pengyuan Shen
An occupant-centric approach for spatio-temporal visual comfort assessment and optimization in daylit sports spaces
Yu Li, Lingling Li, Pengyuan Shen, Chao Yuan
How Public Urban Space Enhance Restoration Benefits Through Combined Multisensory Effects: A Systematic Review
Wen Dong, Donghui Dai, Pengyuan Shen, Rui Zhang, Mei Liu
Coupled building simulation and CFD for real-time window and HVAC control in sports space
Yu Li, Lingling Li, Xue Cui, Pengyuan Shen
Archetype building energy modeling approaches and applications: A review
Pengyuan Shen, Huilong Wang
Building retrofit optimization considering future climate and decision-making under various mindsets
Pengyuan Shen
Hourly air temperature projection in future urban area by coupling climate change and urban heat island effect
Pengyuan Shen, Meilin Wang, Junhuan Liu, Yuchen Ji
Probability-based visual comfort assessment and optimization in national fitness halls under sports behavior uncertainty
Yu Li, Lingling Li, Pengyuan Shen
Investigation of Indoor Asymmetric Thermal Radiation in Tibet Plateau: Case Study of a Typical Office Building
Meilin Wang, Pengyuan Shen
A review of studies and modelling of solar radiation on human thermal comfort in outdoor environment
Yuchen Ji, Jusheng Song, Pengyuan Shen
Analysis of DC distribution efficiency based on metered data in a typical Hong Kong office building
Qingye Yu, Sinan Li, Pengyuan Shen, Yuchen Ji, Kwok-shing Wong, Yiting Zhang
Climate adaptive optimization of green roofs and natural night ventilation for lifespan energy performance improvement in office buildings
Dachuan Shi, Yafeng Gao, Peng Zeng, Baizhan Li, Pengyuan Shen, Chaoqun Zhuang
Energy saving and thermal comfort performance of passive retrofitting measures for traditional rammed earth house in Lingnan, China
Shihao Li, Meilin Wang, Pengyuan Shen, Xue Cui, Linqian Bu, Ruji Wei, Longzhu Zhang, Chengjia Wu
Fast generation of microclimate weather data for building simulation under heat island using map capturing and clustering technique
Pengyuan Shen, Junhuan Liu, Meilin Wang
Exploring potential for residential energy saving in New York using developed lightweight prototypical building models based on survey data in the past decades
Pengyuan Shen, Zheng Wang, Ying Ji
How neighborhood form influences building energy use in winter design condition: Case study of Chicago using CFD coupled simulation
Pengyuan Shen, Zheng Wang
Projecting Texas energy use for residential sector under future climate and urbanization scenarios: A bottom-up method based on twenty-year regional energy use data
Pengyuan Shen, Biao Yang
Building heating and cooling load under different neighbourhood forms: Assessing the effect of external convective heat transfer
Pengyuan Shen, Mingkun Dai, Peng Xu, Wei Dong
Rapid multi-objective optimization with multi-year future weather condition and decision-making support for building retrofit
Pengyuan Shen, William Braham, Yunkyu Yi, Eric Eaton
The feasibility and importance of considering climate change impacts in building retrofit analysis
Pengyuan Shen, William Braham, Yunkyu Yi
Development of a lightweight building simulation tool using simplified zone thermal coupling for fast parametric study
Pengyuan Shen, William Braham, Yunkyu Yi
Impacts of climate change on US building energy use by using downscaled hourly future weather data
Pengyuan Shen
Vulnerability to climate change impacts of present renewable energy systems designed for achieving net-zero energy buildings
Pengyuan Shen, Noam Lior
Impact of global warming on performance of ground source heat pumps in US climate zones
Pengyuan Shen, Jennifer R Lukes
Energy and behavioral impacts of integrative retrofits for residential buildings: What is at stake for building energy policy reforms in northern China?
Peng Xu, Tengfang Xu, Pengyuan Shen
Commercial building energy use in six cities in Southern China
Peng Xu, Joe Huang, Pengyuan Shen, Xiaowen Ma, Xuefei Gao, Qiaolin Xu, Han Jiang, Yong Xiang
Advancing evaporative rooftop packaged air conditioning: A new design and performance model development
Peng Xu, Tengfang Xu, Pengyuan Shen
Case study: Energy savings from solar window film in two commercial buildings in Shanghai
Rongxin Yin, Peng Xu, Pengyuan Shen
Show all 62 publications