Cheng Fan

发表

Hyperspectral surface reflectance reconstruction based on non-negative matrix factorization and multispectral results

Zhengqiang Li, Weizhen Hou, Bangyu Ge, 2021, Applied Optics and Photonics China.

An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems

Guannan Li, Cheng Fan, Yao Qing, 2021 .

Data-driven model predictive control for power demand management and fast demand response of commercial buildings using support vector regression

Rui Tang, Cheng Fan, Wei Feng, 2021, Building Simulation.

Air Quality over China

Costas A. Varotsos, Zhengqiang Li, Xingfeng Chen, 2021, Remote. Sens..

Joint-smooth Toolpath Planning by Optimized Differential Vector for Robot Surface Machining Considering the Tool Orientation Constraints

Fangfang Dong, Lei Lu, Cheng Fan, 2021, IEEE/ASME Transactions on Mechatronics.

A novel deep generative modeling-based data augmentation strategy for improving short-term building energy predictions

Jiayuan Wang, Cheng Fan, Meiling Chen, 2021, Building Simulation.

Attention-based interpretable neural network for building cooling load prediction

Cheng Fan, Ao Li, Fu Xiao, 2021 .

Cooling load disaggregation using a NILM method based on random forest for smart buildings

Wenjie Gang, Jiaqi Yuan, Ying Zhang, 2021 .

Research on Energy Consumption Analysis and Optimization of Dormitory Buildings Based on Data Mining

Cheng Fan, Bo Yu, Jiayuan Wang, 2021 .

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

Guannan Li, Zhao Xiaowei, Cheng Fan, 2021 .