Junjing Yang

Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique

Fan Zhang, Chirag Deb, Siew Eang Lee et al. · Energy and Buildings · 2016 · 282 citations

Energy Consumption, Forecasting Methodology, Engineering +10

Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks

Chirag Deb, Siew Eang Lee, Junjing Yang et al. · Energy and Buildings · 2015 · 276 citations

Built Environment, Institutional Buildings, Engineering +10

Green and cool roofs’ urban heat island mitigation potential in tropical climate

Junjing Yang, Devi llamathy Mohan Kumar, Andri Pyrgou et al. · Solar Energy · 2018 · 218 citations

Climatology, Urban Green Spaces, Tropical Climate +13

Review of occupancy sensing systems and occupancy modeling methodologies for the application in institutional buildings

Junjing Yang, M. Santamouris, Siew Eang Lee · Energy and Buildings · 2015 · 217 citations

Built Environment, Occupancy Modeling Methodologies, Building Performance +5

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

Junjing Yang, Chao Ning, Chirag Deb et al. · Energy and Buildings · 2017 · 186 citations

Built Environment, Engineering, Data Science +8