Xi Fang

发表

Investigating thermostat sensor offset impacts on operating performance and thermal comfort of three different HVAC systems in Wuhan, China

Guannan Li, Yunpeng Hu, Qing-guo Yao, 2022, Case Studies in Thermal Engineering.

A clustering-based approach for “cross-scale” load prediction on building level in HVAC systems

G. Gong, P. Peng, Xi Fang, 2021 .

Performance evaluation of short-term cross-building energy predictions using deep transfer learning strategies

Jiangyan Liu, Guannan Li, Xi Fang, 2022, Energy and Buildings.

A method for energy consumption optimization of air conditioning systems based on load prediction and energy flexibility

G. Gong, P. Peng, Xi Fang, 2022, Energy.

Research on phase equilibrium effect and curve vacuum membrane-based dehumidification device

G. Gong, P. Peng, Xi Fang, 2020 .

Assessment of long short-term memory and its modifications for enhanced short-term building energy predictions

Guannan Li, Zhao Xiaowei, Cheng Fan, 2021 .

Thermodynamic performance assessment of vacuum membrane-based dehumidification and air carrying energy radiant air-conditioning system (VMD-ACERS)

G. Gong, P. Peng, Xi Fang, 2020 .

A hybrid deep transfer learning strategy for short term cross-building energy prediction

Xi Fang, Guangcai Gong, Guannan Li, 2021 .

An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information

Jiangyan Liu, Guannan Li, Zhenxin Zhou, 2021 .

Performance evaluation of sequence-to-sequence-Attention model for short-term multi-step ahead building energy predictions

Tao Li, Jiangyan Liu, Guannan Li, 2022, Energy.

Interpretation and explanation of convolutional neural network-based fault diagnosis model at the feature-level for building energy systems

Tao Li, Guannan Li, Xi Fang, 2023, Energy and Buildings.

Case Study: Impacts of Air-Conditioner Air Supply Strategy on Thermal Environment and Energy Consumption in Offices Using BES–CFD Co-Simulation

Jiajia Gao, Guannan Li, Xi Fang, 2023, Sensors.

Transferability investigation of a Sim2Real deep transfer learning framework for cross-building energy prediction

P. Peng, Guannan Li, Xi Fang, 2023, Energy and Buildings.

Comparative study on deep transfer learning strategies for cross-system and cross-operation-condition building energy systems fault diagnosis

Jiangyan Liu, Guannan Li, Xi Fang, 2022, Energy.

A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction

Guangcai Gong, Guannan Li, Xi Fang, 2021, Energy and Buildings.

A Spatial-Temporal Layer-Wise Relevance Propagation method for improving interpretability and prediction accuracy of LSTM building energy prediction

Guannan Li, Xi Fang, Chengliang Xu, 2022, Energy and Buildings.

Cross temporal-spatial transferability investigation of deep reinforcement learning control strategy in the building HVAC system level

G. Gong, P. Peng, Guannan Li, 2022, Energy.

Research on thermodynamic performance of a novel building cooling system integrating dew point evaporative cooling, air-carrying energy radiant air conditioning and vacuum membrane-based dehumidification (DAV-cooling system)

K. Chua, G. Gong, Y. Wan, 2021 .

Investigation of dehumidification performance and flow characteristics of wavy vacuum membrane-based dehumidification modules

G. Gong, P. Peng, Xi Fang, 2021 .