Personal information

Other IDs

Scopus Author ID: 57191348542
Scopus Author ID: 57205175625
中国科学家在线: 0000-0002-4350-1396
SciProfiles: 1893443

Countries

China

Activities

Collapse all

Employment (1)

Zhengzhou University: Zhengzhou, Henan, CN

2019-07-01 to present | Lecturer (School of Civil Engineering )
Employment
Source: Self-asserted source
郭亚宾

Education and qualifications (3)

Huazhong University of Science and Technology: Wuhan, Hubei, CN

2016-09-01 to 2019-06-20 | 博士 (能源与动力工程学院)
Education
Source: Self-asserted source
郭亚宾

Huazhong University of Science and Technology: Wuhan, Hubei, CN

2014-09-01 to 2016-06-30 | 硕士 (能源与动力工程学院)
Education
Source: Self-asserted source
郭亚宾

Zhengzhou University: Zhengzhou, Henan, CN

2010-09-01 to 2014-06-30 | 本科 (化工与能源学院)
Education
Source: Self-asserted source
郭亚宾

Works (36)

Development and experimental analysis of a novel type of phase change material based shell-and-tube latent heat storage for heat pump system

Energy Conversion and Management
2024-12 | Journal article
DOI: 10.1016/j.enconman.2024.119095
Contributors: Weilin Li; Yonghui Liang; Haichao Gao; Rufei Li; Yabin Guo; Liu Yang
Source: check_circle
Crossref

Advance and prospect of machine learning based fault detection and diagnosis in air conditioning systems

Renewable and Sustainable Energy Reviews
2024-11 | Journal article
DOI: 10.1016/j.rser.2024.114853
Contributors: Yabin Guo; Yaxin Liu; Yuhua Wang; Zhanwei Wang; Zheng Zhang; Puning Xue
Source: check_circle
Crossref

Performance assessment of cross office building energy prediction in the same region using the domain adversarial transfer learning strategy

Applied Thermal Engineering
2024-03 | Journal article
DOI: 10.1016/j.applthermaleng.2024.122357
Contributors: Guannan Li; Zixi Wang; Jiajia Gao; Chengliang Xu; Yabin Guo; Dongfang Sun; Xi Fang
Source: check_circle
Crossref

Application of Data-Driven Methods for Heating Ventilation and Air Conditioning Systems

Processes
2023-11-02 | Journal article
DOI: 10.3390/pr11113133
Contributors: Yabin Guo; Yaxin Liu; Zhanwei Wang; Yunpeng Hu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Operation Pattern Recognition of the Refrigeration, Heating and Hot Water Combined Air-Conditioning System in Building Based on Clustering Method

Processes
2023-03-08 | Journal article
DOI: 10.3390/pr11030812
Contributors: Yabin Guo; Jiangyan Liu; Changhai Liu; Jiayin Zhu; Jifu Lu; Yuduo Li
Source: check_circle
Crossref

Sensor Fault Detection Combined Data Quality Optimization of Energy System for Energy Saving and Emission Reduction

Processes
2022-02-11 | Journal article
DOI: 10.3390/pr10020347
Contributors: Yabin Guo; Zheng Zhang; Yu Chen; Hongxin Li; Changhai Liu; Jifu Lu; Ruixin Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Research on the characteristics of the refrigeration, heating and hot water combined air-conditioning system

International Journal of Refrigeration
2021-10 | Journal article
DOI: 10.1016/j.ijrefrig.2021.05.035
Part of ISSN: 0140-7007
Source: Self-asserted source
郭亚宾

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

International Journal of Refrigeration
2020-10 | Journal article
DOI: 10.1016/j.ijrefrig.2020.06.009
Contributors: Yabin Guo; Huanxin Chen
Source: check_circle
Crossref

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

Building and Environment
2019 | Journal article
DOI: 10.1016/j.buildenv.2018.10.062
EID:

2-s2.0-85056454983
Contributors: Xu, C.; Chen, H.; Wang, J.; Guo, Y.; Yuan, Y.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2019-03 | Journal article
DOI: 10.1016/j.applthermaleng.2018.12.133
Contributors: Jiahui Liu; Jiangyan Liu; Huanxin Chen; Ronggeng Huang; Zhengfei Li; Pengfei Liu; Yabin Guo; Jiaqin Shen; Yue Wang
Source: check_circle
Crossref

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

Applied Thermal Engineering
2019-02 | Journal article
DOI: 10.1016/j.applthermaleng.2018.12.132
Contributors: Yabin Guo; Jiangyu Wang; Huanxin Chen; Guannan Li; Ronggeng Huang; Yue Yuan; Tanveer Ahmad; Shaobo Sun
Source: check_circle
Crossref

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

Energy and Buildings
2018 | Journal article
DOI: 10.1016/j.enbuild.2017.10.012
EID:

2-s2.0-85032873792
Contributors: Hu, M.; Chen, H.; Shen, L.; Li, G.; Guo, Y.; Li, H.; Li, J.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

A VRF charge fault diagnosis method based on expert modification C5.0 decision tree,Méthode de diagnostic de défaut de la charge à débit de frigorigène variable basée sur l'arbre décisionnel C5.0 modifié par un expert

International Journal of Refrigeration
2018 | Journal article
DOI: 10.1016/j.ijrefrig.2018.05.034
EID:

2-s2.0-85049913981
Contributors: Yu, F.; Li, G.; Chen, H.; Guo, Y.; Yuan, Y.; Coulton, B.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2018 | Journal article
DOI: 10.1016/j.applthermaleng.2017.09.117
EID:

2-s2.0-85032371600
Contributors: Shi, S.; Li, G.; Chen, H.; Hu, Y.; Wang, X.; Guo, Y.; Sun, S.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2018 | Journal article
DOI: 10.1016/j.applthermaleng.2017.10.013
EID:

2-s2.0-85032379311
Contributors: Li, G.; Chen, H.; Hu, Y.; Wang, J.; Guo, Y.; Liu, J.; Li, H.; Huang, R.; Lv, H.; Li, J.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Energy
2018 | Journal article
DOI: 10.1016/j.apenergy.2018.05.075
EID:

2-s2.0-85047348406
Contributors: Guo, Y.; Tan, Z.; Chen, H.; Li, G.; Wang, J.; Huang, R.; Liu, J.; Ahmad, T.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Energy
2018 | Journal article
DOI: 10.1016/j.apenergy.2018.03.125
EID:

2-s2.0-85044790246
Contributors: Guo, Y.; Wang, J.; Chen, H.; Li, G.; Liu, J.; Xu, C.; Huang, R.; Huang, Y.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Renewable and Sustainable Energy Reviews
2018 | Journal article
DOI: 10.1016/j.rser.2017.10.040
EID:

2-s2.0-85035026580
Contributors: Ahmad, T.; Chen, H.; Wang, J.; Guo, Y.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

An effective fault diagnosis method for centrifugal chillers using associative classification

Applied Thermal Engineering
2018-05 | Journal article
DOI: 10.1016/j.applthermaleng.2018.03.041
Contributors: Ronggeng Huang; Jiangyan Liu; Huanxin Chen; Zhengfei Li; Jiahui Liu; Guannan Li; Yabin Guo; Jiangyu Wang
Source: check_circle
Crossref

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

Applied Thermal Engineering
2018-05 | Journal article
DOI: 10.1016/j.applthermaleng.2018.03.009
Contributors: Jiangyu Wang; Guannan Li; Huanxin Chen; Jiangyan Liu; Yabin Guo; Shaobo Sun; Yunpeng Hu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review

Energy and Buildings
2018-04 | Journal article
DOI: 10.1016/j.enbuild.2018.01.017
Contributors: Tanveer Ahmad; Huanxin Chen; Yabin Guo; Jiangyu Wang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Applied Thermal Engineering
2017 | Journal article
DOI: 10.1016/j.applthermaleng.2017.03.074
EID:

2-s2.0-85015997334
Contributors: Liu, J.; Li, G.; Chen, H.; Wang, J.; Guo, Y.; Li, J.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Energy Procedia
2017 | Conference paper
DOI: 10.1016/j.egypro.2017.12.346
EID:

2-s2.0-85041546815
Contributors: Guo, Y.; Li, G.; Chen, H.; Wang, J.; Huang, Y.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Energy and Buildings
2017 | Journal article
DOI: 10.1016/j.enbuild.2017.03.026
EID:

2-s2.0-85015706494
Contributors: Guo, Y.; Li, G.; Chen, H.; Hu, Y.; Li, H.; Xing, L.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

An overview on the DNA nucleotide compositions across kingdoms

Gene Reports
2017 | Journal article
DOI: 10.1016/j.genrep.2017.05.003
EID:

2-s2.0-85019965884
Contributors: Guo, Y.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Energy
2017 | Journal article
DOI: 10.1016/j.apenergy.2016.10.091
EID:

2-s2.0-84998893249
Contributors: Li, G.; Hu, Y.; Chen, H.; Li, H.; Hu, M.; Guo, Y.; Liu, J.; Sun, S.; Sun, M.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

Development of a virtual variable-speed compressor power sensor for variable refrigerant flow air conditioning system,Développement d'un capteur de puissance de compresseur virtuel à vitesse variable pour un système de conditionnement d'air à débit de frigorigène variable

International Journal of Refrigeration
2017 | Journal article
DOI: 10.1016/j.ijrefrig.2016.09.025
EID:

2-s2.0-84997610981
Contributors: Guo, Y.; Li, G.; Chen, H.; Hu, Y.; Shen, L.; Li, H.; Hu, M.; Li, J.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Energy and Buildings
2017 | Journal article
DOI: 10.1016/j.enbuild.2017.04.041
EID:

2-s2.0-85019008045
Contributors: Li, G.; Hu, Y.; Chen, H.; Wang, J.; Guo, Y.; Liu, J.; Li, J.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2017 | Journal article
DOI: 10.1016/j.applthermaleng.2016.11.200
EID:

2-s2.0-85007199226
Contributors: Wang, J.; Li, G.; Chen, H.; Liu, J.; Guo, Y.; Hu, Y.; Li, J.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2017 | Journal article
DOI: 10.1016/j.applthermaleng.2017.01.008
EID:

2-s2.0-85009349466
Contributors: Guo, Y.; Li, G.; Chen, H.; Hu, Y.; Li, H.; Liu, J.; Hu, M.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Energy and Buildings
2017 | Journal article
DOI: 10.1016/j.enbuild.2017.06.056
EID:

2-s2.0-85021104285
Contributors: Sun, S.; Li, G.; Chen, H.; Guo, Y.; Wang, J.; Huang, Q.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Applied Thermal Engineering
2017 | Journal article
DOI: 10.1016/j.applthermaleng.2017.07.065
EID:

2-s2.0-85025695007
Contributors: Guo, Y.; Li, G.; Chen, H.; Wang, J.; Guo, M.; Sun, S.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

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

Energy and Buildings
2016 | Journal article
DOI: 10.1016/j.enbuild.2016.09.037
EID:

2-s2.0-84989325740
Contributors: Li, G.; Hu, Y.; Chen, H.; Li, H.; Hu, M.; Guo, Y.; Shi, S.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

Wavelet neural network for Refrigerant charge diagnosis for variable refrigerant system

ACRA 2016 - 8th Asian Conference on Refrigeration and Air-Conditioning
2016 | Conference paper
EID:

2-s2.0-84988978146
Contributors: Shi, S.; Li, G.; Chen, H.; Hu, M.; Guo, Y.; Hu, W.
Source: Self-asserted source
郭亚宾 via Scopus - Elsevier

制冷涡旋压缩机热力性能模型适用性研究

2015-06-22 | Journal article
Part of ISSN: 1006-2971
Source: Self-asserted source
郭亚宾

一种智能化公交系统

2013-01-29 | Patent
Source: Self-asserted source
郭亚宾

Peer review (1 review for 1 publication/grant)

Review activity for Building simulation. (1)
How many people are using ORCID?