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Yabin Guo

Huazhong University of Science and Technology

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Publication

Featured researches published by Yabin Guo.

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 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 | 2018

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

Tanveer Ahmad; Huanxin Chen; Yabin Guo; Jiangyu Wang

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

Renewable & Sustainable Energy Reviews | 2018

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

Tanveer Ahmad; Huanxin Chen; Jiangyu Wang; Yabin Guo

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

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

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

Applied Thermal Engineering | 2017

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

Yabin Guo; Guannan Li; Huanxin Chen; Jiangyu Wang; Mengru Guo; Shaobo Sun; 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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Jiangyan Liu

Huazhong University of Science and Technology

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Yunpeng Hu

Huazhong University of Science and Technology

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Wenju Hu

Beijing University of Civil Engineering and Architecture

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Haorong Li

University of Nebraska–Lincoln

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Min Hu

Huazhong University of Science and Technology

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Shaobo Sun

Huazhong University of Science and Technology

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Ronggeng Huang

Huazhong University of Science and Technology

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