Chengliang Xu

发表

A hybrid data mining approach for anomaly detection and evaluation in residential buildings energy data

Chengliang Xu, Huanxin Chen, Huanxin Chen, 2020 .

Improving prediction performance for indoor temperature in public buildings based on a novel deep learning method

Yue Yuan, Huanxin Chen, Yabin Guo, 2019, Building and Environment.

A novel deep reinforcement learning based methodology for short-term HVAC system energy consumption prediction

Tao Liu, Yabin Guo, Chengliang Xu, 2019, International Journal of Refrigeration.

Modal decomposition based ensemble learning for ground source heat pump systems load forecasting

Tao Liu, Tanveer Ahmad, Huanxin Chen, 2019, Energy and Buildings.

Abnormal energy consumption detection for GSHP system based on ensemble deep learning and statistical modeling method

Chengliang Xu, Huanxin Chen, Huanxin Chen, 2020 .

Study on deep reinforcement learning techniques for building energy consumption forecasting

Zhengfei Li, Tao Liu, Chengliang Xu, 2020 .

An online compressor liquid floodback fault diagnosis method for variable refrigerant flow air conditioning system

Jiangyu Wang, Chengliang Xu, Huanxin Chen, 2020 .

Machine learning-based thermal response time ahead energy demand prediction for building heating systems

Huanxin Chen, Jiangyan Liu, Ronggeng Huang, 2018, Applied Energy.

Deployment of data-mining short and medium-term horizon cooling load forecasting models for building energy optimization and management

Tanveer Ahmad, Jan Shair, Chengliang Xu, 2019, International Journal of Refrigeration.