Shuangyu Wei

A vision-based deep learning approach for the detection and prediction of occupancy heat emissions for demand-driven control solutions

Paige Wenbin Tien, Shuangyu Wei, John Kaiser Calautit et al. · Energy and Buildings · 2020 · 98 citations

Machine Vision, Machine Learning, Data Science +12

A deep learning approach towards the detection and recognition of opening of windows for effective management of building ventilation heat losses and reducing space heating demand

Paige Wenbin Tien, Shuangyu Wei, Tianshu Liu et al. · Renewable Energy · 2021 · 88 citations · Full text

Space Heating Demand, Image Analysis, Machine Learning +12

Indoor fire detection utilizing computer vision-based strategies

James Pincott, Paige Wenbin Tien, Shuangyu Wei et al. · Journal of Building Engineering · 2022 · 84 citations

Machine Vision, Image Analysis, Flame Detection +6

Vision-based detection and prediction of equipment heat gains in commercial office buildings using a deep learning method

Shuangyu Wei, Paige Wenbin Tien, John Kaiser Calautit et al. · Applied Energy · 2020 · 65 citations

Convolutional Neural Network, Image Classification, Image Analysis +13

Development of a natural ventilation windcatcher with passive heat recovery wheel for mild-cold climates: CFD and experimental analysis

John Kaiser Calautit, Dominic O’Connor, Paige Wenbin Tien et al. · Renewable Energy · 2020 · 64 citations

Engineering, Heat Recovery, Aerospace Engineering +8