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Jiangyan Liu

Huazhong University of Science and Technology

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Publication

Featured researches published by Jiangyan Liu.

Energy and Buildings | 2016

An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm

Guannan Li; Yunpeng Hu; Huanxin Chen; Limei Shen; Haorong Li; Min Hu; Jiangyan Liu; Kaizheng Sun

Applied Energy | 2017

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

Guannan Li; Yunpeng Hu; Huanxin Chen; Haorong Li; Min Hu; Yabin Guo; Jiangyan Liu; Shaobo Sun; Miao Sun

Applied Thermal Engineering | 2016

A refrigerant charge fault detection method for variable refrigerant flow (VRF) air-conditioning systems

Jiangyan Liu; Yunpeng Hu; Huanxin Chen; Jiangyu Wang; Guannan Li; Wenju Hu

International Journal of Refrigeration-revue Internationale Du Froid | 2016

Sensitivity analysis for PCA-based chiller sensor fault detection

Yunpeng Hu; Guannan Li; Huanxin Chen; Haorong Li; Jiangyan Liu

Applied Thermal Engineering | 2016

A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system’s refrigerant charge fault amount

Kaizheng Sun; Guannan Li; Huanxin Chen; Jiangyan Liu; Jiong Li; Wenju Hu

Applied Thermal Engineering | 2017

Refrigerant charge fault diagnosis in the VRF system using Bayesian artificial neural network combined with ReliefF filter

Shubiao Shi; Guannan Li; Huanxin Chen; Jiangyan Liu; Yunpeng Hu; Lu Xing; Wenju Hu

Energy and Buildings | 2017

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

Guannan Li; Yunpeng Hu; Huanxin Chen; Jiangyu Wang; Yabin Guo; Jiangyan Liu; Jiong Li

Applied Thermal Engineering | 2017

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

Jiangyan Liu; Guannan Li; Huanxin Chen; Jiangyu Wang; Yabin Guo; Jiong Li

Applied Thermal Engineering | 2017

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

Jiangyu Wang; Guannan Li; Huanxin Chen; Jiangyan Liu; Yabin Guo; Yunpeng Hu; Jiong Li

Applied Thermal Engineering | 2017

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

Yabin Guo; Guannan Li; Huanxin Chen; Yunpeng Hu; Haorong Li; Jiangyan Liu; Min Hu; Wenju Hu

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Collaboration

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Huanxin Chen

Huazhong University of Science and Technology

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Guannan Li

Huazhong University of Science and Technology

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Jiangyu Wang

Huazhong University of Science and Technology

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Yabin Guo

Huazhong University of Science and Technology

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Yunpeng Hu

Huazhong University of Science and Technology

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Ronggeng Huang

Huazhong University of Science and Technology

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Haorong Li

University of Nebraska–Lincoln

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Wenju Hu

Beijing University of Civil Engineering and Architecture

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Lu Xing

Huazhong University of Science and Technology

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Jiahui Liu

Huazhong University of Science and Technology

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