Liang Zhang

Evaluate the impact of sensor accuracy on model performance in data-driven building fault detection and diagnostics using Monte Carlo simulation

Matt Leach, Liang Zhang, Liang Zhang, 2021, Building Simulation.

Data-driven building energy modeling with feature selection and active learning for data predictive control

Liang Zhang, Liang Zhang, 2021, Energy and Buildings.

Sensor impact evaluation and verification for fault detection and diagnostics in building energy systems: A review

Draguna Vrabie, Piljae Im, Teja Kuruganti, 2021, Advances in Applied Energy.

Grey-box modeling and application for building energy simulations - A critical review

Zheng O'Neill, Piljae Im, Yanfei Li, 2021 .

DYNAMIC PROBABILISTIC PREDICTABLE FEATURE ANALYSIS FOR HIGH DIMENSIONAL TEMPORAL MONITORING

Fengqi Si, Liang Zhang, Wei Fan, 2021 .

Active learning strategy for high fidelity short-term data-driven building energy forecasting

Jin Wen, Liang Zhang, Jin Wen, 2021 .

Sensor impacts on building and HVAC controls: A critical review for building energy performance

Draguna Vrabie, Piljae Im, Teja Kuruganti, 2021, Advances in Applied Energy.

A review of machine learning in building load prediction

Jin Wen, Yunyang Ye, William Livingood, 2021 .