Liu Jie
Liu Jie
Liu Jie, male, born in June 1988 in Chibi, Hubei Province, is a doctor and lecturer of Huazhong University of science and technology.
Personal experience
From July 2018 to now, lecturer, School of hydropower and digital engineering, Huazhong University of science and technology;
From September 2013 to June 2018, doctor of engineering, School of mechanical science and engineering, Huazhong University of science and technology; 2;
2016 / 09-2017 / 09, Georgia Institute of technology, Woodruff School of mechanical engineering, mechanical engineering, joint training doctor;
From July 2014 to June 2018, assistant engineer, Institute of electromechanical information and intelligent technology, Wuxi Research Institute, Huazhong University of science and technology;
From September 2010 to March 2013, Huazhong University of science and technology, former Department of control science and engineering, master of Engineering in detection technology and automation device;
2006 / 09-2010 / 06, Huazhong University of science and technology, former Department of control science and engineering, measurement and control technology and instrument, Bachelor of engineering.
Offering courses
Undergraduate: analog electronic technology, digital electronic technology, sensor and detection technology;
Graduate student: Principles and applications of artificial intelligence.
Research direction
Information perception and processing, intelligent instrument development; non-standard electromechanical system (equipment) development; nonlinear system dynamics analysis and intelligent control; complex system and major equipment fault diagnosis, prediction and health management.
academic achievements
Main research projects
Sub project of national key research program, 2018yfb2003303, research on Key Technologies of ultra-high speed parallel sampling, parallel trigger positioning and storage synchronization, July 2019-june 2022
Huazhong University of science and technology independent innovation research fund project, 2019kfyxjjs137, fault diagnosis research of pumped storage unit based on transfer learning, January 2019 to December 2021
Research on typical configuration and condition evaluation of main inlet valve equipment online monitoring in Pumped Storage Power Station of State Grid Xinyuan holding Hongping company, April 2018 to December 2019
Representative works
ZhongxuHu,YanWang,Ming-FengGe,
JieLiu
*.Data-drivenFaultDiagnosisMethodbasedonCompressedSensingandImprovedMulti-scaleNetwork.IEEETransactionsonIndustrialElectronics,2020,67(4):3216-3225.
JieLiu
,YouminHu,BoWu,YanWang*.AnimproveddiagnosisapproachforFDMprocesswithacousticemission.JournalofManufacturingProcesses,2018,35:570-579.
JieLiu
,YouminHu,YanWang,BoWu*, etal.Anintegratedmulti -sensorfusion-baseddeepfeaturelearningapproachforrotatingmachinerydiagnosis.MeasurementScienceandTechnology,2018,29:055103.
JieLiu
,BoWu,YanWang,YouminHu*.Anintegratedconditionmonitoringmethodformillingprocessusingreduceddecompositionfeatures.MeasurementScienceandTechnology,2017,28(8):085101.
JieLiu
,YouminHu,BoWu*,YanWang, FengyunXie.AhybridgeneralizedhiddenMarkovmodel -basedconditionmonitoringapproachforrollingbearings.Sensors,2017,17(5):1143.
JieLiu
,YouminHu*,BoWu, etal.Ahybridhealthconditionmonitoringmethodinmillingoperations .InternationalJournalofAdvancedManufacturingTechnology,2017,92(5-8):2069-2080.
KaiboZhou,ZhixinZhang,
JieLiu
*, etal.AnodeEffectPredictionbasedonSingularValueThresholdingandExtremeGradientBoostingApproach .MeasurementScienceandTechnology,2019,30:015104.
JieLiu
,YouminHu*,BoWu, DavidH.Frakes , YanWang.Aspecificstructuringelement -basedopeningmethodforrapidgeometrymeasurementofweldpool.InternationalJournalofAdvancedManufacturingTechnology,2017,90(5),1465-1477.
ZhongzhouDu,YiSun,
JieLiu
*, etal.DesignofaTemperaturemeasurementandfeedbackcontrolsystembasedonanimprovedmagneticnanoparticlethermometer .MeasurementScienceandTechnology,2018,29:045003.
KaiboZhou,ZhixinZhang,ChangxinGao,
JieLiu
*.Rotatedfeaturenetworkformulti-orientationobjectdetectionofremotesensingimages.IEEEGeoscienceandRemoteSensingLetters, DOI:10.1109/LGRS.2020.2965629.
Liu Jie