Shunian Qiu

Model-free control method based on reinforcement learning for building cooling water systems: Validation by measured data-based simulation

Shunian Qiu, Zhenhai Li, Zhengwei Li et al. · Energy and Buildings · 2020 · 78 citations

Architecture, Building Science, Building Performance Simulation +16

Application of mobile positioning occupancy data for building energy simulation: An engineering case study

Zhihong Pang, Peng Xu, Zheng O’Neill et al. · Building and Environment · 2018 · 65 citations

Architecture, Architectural Engineering, Building Science +16

Chilled water temperature resetting using model-free reinforcement learning: Engineering application

Shunian Qiu, Zhenhai Li, Dalian Fan et al. · Energy and Buildings · 2021 · 49 citations

Engineering, Chemical Engineering, Machine Learning +15

An energy exchange efficiency prediction approach based on multivariate polynomial regression for membrane-based air-to-air energy recovery ventilator core

Shunian Qiu, Shan Li, Fei Wang et al. · Building and Environment · 2018 · 35 citations

Engineering, Mechanical Engineering, Computational Fluid Dynamics +13

A quick auto-calibration approach based on normative energy models

Shunian Qiu, Zhengwei Li, Zhengwei Li et al. · Energy and Buildings · 2018 · 33 citations

Computing, Computer Science, Statistical Modeling +7