Yabin Guo

发表

Abnormal energy identification of variable refrigerant flow air-conditioning systems based on data mining techniques

Yue Wang, Pengfei Liu, Jiahui Liu, 2019, Applied Thermal Engineering.

Sensor fault detection and diagnosis for a water source heat pump air-conditioning system based on PCA and preprocessed by combined clustering

Hongtao Zhang, Yabin Guo, Guannan Li, 2019, Applied Thermal Engineering.

Modularized PCA method combined with expert-based multivariate decoupling for FDD in VRF systems including indoor unit faults

Min Hu, Huanxin Chen, Jiangyan Liu, 2017 .

A novel energy demand prediction strategy for residential buildings based on ensemble learning

Yue Yuan, Tanveer Ahmad, Huanxin Chen, 2019, Energy Procedia.

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.

Engineering Cementing Solution for Hutubi Underground Gas Storage Project

Yun Wang, Yabin Guo, Salim Taoutaou, 2013 .

A sensor fault detection and diagnosis strategy for screw chiller system using support vector data description-based D-statistic and DV-contribution plots

Min Hu, Huanxin Chen, Guannan Li, 2016 .

An enhanced PCA method with Savitzky-Golay method for VRF system sensor fault detection and diagnosis

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

Review of various modeling techniques for the detection of electricity theft in smart grid environment

Tanveer Ahmad, Huanxin Chen, Yabin Guo, 2018 .

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.

A VRF charge fault diagnosis method based on expert modification C5.0 decision tree

Huanxin Chen, Yue Yuan, Yabin Guo, 2018, International Journal of Refrigeration.

eMIS: Protein Modification Database and Flow Processing System of Chinese Human Liver Proteome Project

Xian Zhang, Yan Zhang, Xiangjun Liu, 2007, 2007 1st International Conference on Bioinformatics and Biomedical Engineering.

A robust online refrigerant charge fault diagnosis strategy for VRF systems based on virtual sensor technique and PCA-EWMA method

Jiong Li, Huanxin Chen, Jiangyan Liu, 2017 .

An effective fault diagnosis method for centrifugal chillers using associative classification

Jiahui Liu, Huanxin Chen, Jiangyan Liu, 2018 .

A thermal response time ahead energy demand prediction strategy for building heating system using machine learning methods

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

An expert rule-based fault diagnosis strategy for variable refrigerant flow air conditioning systems

Yue Yuan, Tanveer Ahmad, Huanxin Chen, 2019, Applied Thermal Engineering.

A machine learning bayesian network for refrigerant charge faults of variable refrigerant flow air conditioning system

Min Hu, Jiong Li, Huanxin Chen, 2018 .

DNAlogo: a smart mini application for generating DNA sequence logos

Yabin Guo, Yabin Guo, 2016, bioRxiv.

An efficient VRF system fault diagnosis strategy for refrigerant charge amount based on PCA and dual neural network model

Xiaoyan Wang, Huanxin Chen, Yabin Guo, 2018 .

Engineering Cementing Solution for Hutubi Underground-Gas-Storage Project

Yun Wang, Yabin Guo, Salim Taoutaou, 2014 .

Liquid floodback detection for scroll compressor in a VRF system under heating mode

Jiong Li, Huanxin Chen, Jiangyan Liu, 2017 .

Fault diagnosis of VRF air-conditioning system based on improved Gaussian mixture model with PCA approach

Huanxin Chen, Yabin Guo, Huanxin Chen, 2020 .

Successful Placement of Cement Plugs in HP/HT Wells Using an Innovative Computer-Aided Simulator

Lian Yifeng, Yabin Guo, Salim Taoutaou, 2014 .

Energy consumption prediction for water-source heat pump system using pattern recognition-based algorithms

Huanxin Chen, Jiangyan Liu, Guannan Li, 2018 .

An improved decision tree-based fault diagnosis method for practical variable refrigerant flow system using virtual sensor-based fault indicators

Jiong Li, Jiangyan Liu, Huanxin Chen, 2018 .

Identification and isolation of outdoor fouling faults using only built-in sensors in variable refrigerant flow system: A data mining approach

Jiong Li, Jiangyan Liu, Huanxin Chen, 2017 .

Optimization of support vector regression model based on outlier detection methods for predicting electricity consumption of a public building WSHP system

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

A Novel Kernel-Based Approach for Predicting Binding Peptides for HLA Class II Molecules

Hao Yu, Xiaoyan Zhu, Minlie Huang, 2007, ISBRA.

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

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

Data partitioning and association mining for identifying VRF energy consumption patterns under various part loads and refrigerant charge conditions

Miao Sun, Min Hu, Huanxin Chen, 2017 .

Deep learning-based fault diagnosis of variable refrigerant flow air-conditioning system for building energy saving

Tanveer Ahmad, Huanxin Chen, Jiangyan Liu, 2018, Applied Energy.

New fault diagnostic strategies for refrigerant charge fault in a VRF system using hybrid machine learning method

Tao Liu, Huanxin Chen, Yabin Guo, 2021 .

Optimized neural network-based fault diagnosis strategy for VRF system in heating mode using data mining

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .