A5102931395- Building Energy and Comfort Optimization
- Urban Heat Island Mitigation
- Wind and Air Flow Studies
- Sustainable Building Design and Assessment
- Energy Efficiency and Management
- Maritime Transport Emissions and Efficiency
- Solar Radiation and Photovoltaics
- Coastal and Marine Management
- Solar Thermal and Photovoltaic Systems
- Environmental Impact and Sustainability
- Air Quality Monitoring and Forecasting
- Heat Transfer and Optimization
- Space exploration and regulation
- Conservation Techniques and Studies
- 3D Surveying and Cultural Heritage
Southeast University
2023-2024
Urban energy-efficient retrofit is an important path to reduce energy consumption and carbon emission. However, balancing environmental economic benefits making choices among numerous packages challenging for decision-makers. This study proposes a data-driven framework that integrates physical UBEM machine learning model evaluate the performance of urban building clusters assists decision-makers in rapidly selecting optimal through NSGA-II. The feasibility proposed validated using Sipailou...
Solar radiation plays a pivotal role in urban microclimate, significantly, impacting building energy consumption and renewable utilization. Utilizing comprehensive three- and-a- half-year dataset of high-precision this study proposes three-step approach to solar prediction: 1) Data Preprocessing Characterization: The microclimate data are meticulously preprocessed categorized, with values categorized into three resolutions: total daily radiation, hourly 30-min radiation. 2) Feature...
As a passive cooling technology with no energy consumption and pollution, radiative has shown huge saving potential. However, its application in building glass still faces great challenges...
Abstract Typical energy-efficient retrofit studies based on urban building energy models face challenges in quickly obtaining appropriate solutions and often ignore the unexpected outcomes caused by inherent model uncertainty. To solve it, this study proposes a decision support framework that integrates hybrid (UBEM) method, NSGA-II, TOPSIS to obtain rapidly optimal take into account The took groups Sipailou campus as case identified 76 “stable solutions” 149 “active minimize consumption,...