Yumin Liang

Assessment of operational carbon emission reduction of energy conservation measures for commercial buildings: Model development

Yumin Liang, Yiqun Pan, Xiaolei Yuan et al. · Energy and Buildings · 2022 · 78 citations

Engineering, Energy Efficiency, Sustainable Energy +11

Transfer learning integrating similarity analysis for short-term and long-term building energy consumption prediction

Zhuoqun Xing, Yiqun Pan, Yiting Yang et al. · Applied Energy · 2024 · 42 citations

Energy Consumption, Similarity Analysis, Engineering +8

System modelling and optimization of a low temperature local hybrid energy system based on solar energy for a residential district

Xiaolei Yuan, Lassi Heikari, Janne Hirvonen et al. · Energy Conversion and Management · 2022 · 35 citations · Full text

Surrogate modeling for long-term and high-resolution prediction of building thermal load with a metric-optimized KNN algorithm

Yumin Liang, Yiqun Pan, Xiaolei Yuan et al. · Energy and Built Environment · 2022 · 30 citations · Full text

High Resolution, Engineering, Energy-efficient Design +18

A Deep-Learning-Based Meta-Modeling Workflow for Thermal Load Forecasting in Buildings: Method and a Case Study

Yuhao Zhou, Yumin Liang, Yiqun Pan et al. · Buildings · 2022 · 19 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19