Yujie Cheng

About Yujie Cheng

Yujie Cheng, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Beihang University, specializes in the field of 故障诊断、预测与健康管理.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Universal Feature Extractor Based on Self-Supervised Pre-Training for Fault Diagnosis of Rotating Machinery under Limited Data

A health state-related ensemble deep learning method for aircraft engine remaining useful life prediction

A prediction-based cycle life test optimization method for cross-formula batteries using instance transfer and variable-length-input deep learning model

Binomial adversarial representation learning for machinery fault feature extraction and diagnosis

Fault Diagnosis for Aircraft Aileron Actuator Based on Graph Regularization Network

Fault Diagnosis for Flight Control System Based on Contrastive Learning

Relation extraction for wind tunnel maintenance based on BiGRU and multi-head attention

Multi-signal fusion diagnosis of gearbox based on minimum Bayesian risk reclassification and adaptive weighting

Yujie Cheng Information

University

Position

___

Citations(all)

972

Citations(since 2020)

864

Cited By

372

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Yujie Cheng Skills & Research Interests

故障诊断、预测与健康管理

Top articles of Yujie Cheng

A Universal Feature Extractor Based on Self-Supervised Pre-Training for Fault Diagnosis of Rotating Machinery under Limited Data

Aerospace

2023/7/30

Jian Ma
Jian Ma

H-Index: 0

Yujie Cheng
Yujie Cheng

H-Index: 9

A health state-related ensemble deep learning method for aircraft engine remaining useful life prediction

Applied Soft Computing

2023/3/1

Yujie Cheng
Yujie Cheng

H-Index: 9

Zili Wang
Zili Wang

H-Index: 0

A prediction-based cycle life test optimization method for cross-formula batteries using instance transfer and variable-length-input deep learning model

Neural Computing and Applications

2023/2

Binomial adversarial representation learning for machinery fault feature extraction and diagnosis

Applied Soft Computing

2022/12/1

Fault Diagnosis for Aircraft Aileron Actuator Based on Graph Regularization Network

2022/8/5

Yujie Cheng
Yujie Cheng

H-Index: 9

Fault Diagnosis for Flight Control System Based on Contrastive Learning

2022/8/5

Yujie Cheng
Yujie Cheng

H-Index: 9

Relation extraction for wind tunnel maintenance based on BiGRU and multi-head attention

2022/1/1

Multi-signal fusion diagnosis of gearbox based on minimum Bayesian risk reclassification and adaptive weighting

Measurement

2022/1/1

Performance degradation assessment for aircraft environmental control system: A method based on visual cognition

ISA transactions

2021/7/1

Degradation prognosis for proton exchange membrane fuel cell based on hybrid transfer learning and intercell differences

ISA transactions

2021/7/1

A hybrid transfer learning scheme for remaining useful life prediction and cycle life test optimization of different formulation Li-ion power batteries

Applied Energy

2020

Extension of labeled multiple attribute decision making based on fuzzy neighborhood three-way decision

Neural Computing and Applications

2020/12

Robust state of charge estimation based on a sequence-to-sequence mapping model with process information

Journal of Power Sources

2020/10/31

A data-driven FCE method for UAV condition risk assessment based on feature engineering and variable weight coefficients

2020/9/1

An ensemble prognostic method for lithium-ion battery capacity estimation based on time-varying weight allocation

Applied energy

2020/5/15

Yujie Cheng
Yujie Cheng

H-Index: 9

Chen Lu
Chen Lu

H-Index: 6

Cycle life test optimization for different Li-ion power battery formulations using a hybrid remaining-useful-life prediction method

Applied Energy

2020/3/15

An ensemble learning-based remaining useful life prediction method for aircraft turbine engine

IFAC-PapersOnLine

2020/1/1

Yujie Cheng
Yujie Cheng

H-Index: 9

Health assessment for hydraulic system based on GRNN and metric learning

IFAC-PapersOnLine

2020/1/1

See List of Professors in Yujie Cheng University(Beihang University)