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Yunpeng Hu

Huazhong University of Science and Technology

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Publication

Featured researches published by Yunpeng Hu.

Energy and Buildings | 2012

Chiller sensor fault detection using a self-Adaptive Principal Component Analysis method

Yunpeng Hu; Huanxin Chen; Junlong Xie; Xiaoshuang Yang; Cheng Zhou

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

Energy and Buildings | 2016

A statistical training data cleaning strategy for the PCA-based chiller sensor fault detection, diagnosis and data reconstruction method

Yunpeng Hu; Huanxin Chen; Guannan Li; Haorong Li; Rongji Xu; Jiong Li

Energy and Buildings | 2011

Characterizing airflow through fabric air dispersion system using a porous media model

Fujiang Chen; Huanxin Chen; Junlong Xie; Zhaohui Shu; Chang Zhang; Yunpeng 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 | 2016

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

Guannan Li; Yunpeng Hu; Huanxin Chen; Haorong Li; Min Hu; Yabin Guo; Shubiao Shi; 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

Energy and Buildings | 2017

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

Yabin Guo; Guannan Li; Huanxin Chen; Yunpeng Hu; Haorong Li; Lu Xing; Wenju Hu

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

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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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Yabin Guo

Huazhong University of Science and Technology

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Jiangyan Liu

Huazhong University of Science and Technology

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Haorong Li

University of Nebraska–Lincoln

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Jiangyu Wang

Huazhong University of Science and Technology

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Min Hu

Huazhong University of Science and Technology

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Wenju Hu

Beijing University of Civil Engineering and Architecture

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Junlong Xie

Huazhong University of Science and Technology

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Shaobo Sun

Huazhong University of Science and Technology

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