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An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 3, Pages 292-298 doi: 10.1007/s11465-006-0022-2
Keywords: generalized discriminant non-separable abnormality classification multi-faults classification
K. Sathish KUMAR, T. JAYABARATHI
Frontiers in Energy 2012, Volume 6, Issue 4, Pages 394-402 doi: 10.1007/s11708-012-0211-0
Keywords: vector machines (SVM) structural risk minimization (SRM) equivalent capacity margin (ECM) restoration faultclassification
Frontiers in Energy 2023, Volume 17, Issue 4, Pages 527-544 doi: 10.1007/s11708-023-0880-x
Keywords: fault detection unary classification self-supervised representation learning multivariate nonlinear
One-Variable Attack on The Industrial Fault Classification System and Its Defense Article
Yue Zhuo, Yuri A.W. Shardt, Zhiqiang Ge
Engineering 2022, Volume 19, Issue 12, Pages 240-251 doi: 10.1016/j.eng.2021.07.033
Recently developed fault classification methods for industrial processes are mainly data-driven.Notably, models based on deep neural networks have significantly improved fault classification accuracyclassification system: Only one variable can be perturbed to craft adversarial samples.types, which can help understand the geometric characteristics of fault classification systems.For industrial fault classification systems, the attack success rate of our method is close to (on TEP
Keywords: Adversarial samples Black-box attack Industrial data security Fault classification system
enhanced active learning mixture discriminant analysis model and its application for semi-supervised faultclassification Research Article
Weijun WANG, Yun WANG, Jun WANG, Xinyun FANG, Yuchen HE
Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 12, Pages 1814-1827 doi: 10.1631/FITEE.2200053
Keywords: Semi-supervised Active learning Ensemble learning Mixture discriminant analysis Fault classification
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 4, Pages 448-455 doi: 10.1007/s11709-014-0262-x
Keywords: JH classification Q and RMR classification new method
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Frontiers of Medicine 2018, Volume 12, Issue 2, Pages 229-235 doi: 10.1007/s11684-017-0581-0
Keywords: molecular classification precision medicine pembrolizumab PD-1/PD-L1 MSI-H
Masoud RANJBARNIA, Milad ZAHERI, Daniel DIAS
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 4, Pages 998-1011 doi: 10.1007/s11709-020-0621-8
Keywords: urban tunnel sprayed concrete reverse fault normal fault finite difference analysis
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Frontiers of Mechanical Engineering 2008, Volume 3, Issue 1, Pages 81-85 doi: 10.1007/s11465-008-0011-8
Keywords: EAI EAIO-ICCS management classification connotation
Basic research on machinery fault diagnostics: Past, present, and future trends
Xuefeng CHEN, Shibin WANG, Baijie QIAO, Qiang CHEN
Frontiers of Mechanical Engineering 2018, Volume 13, Issue 2, Pages 264-291 doi: 10.1007/s11465-018-0472-3
Machinery fault diagnosis has progressed over the past decades with the evolution of machineries inHigh-value machineries require condition monitoring and fault diagnosis to guarantee their designed functionsResearch on machinery Fault diagnostics has grown rapidly in recent years.The review discusses the special contributions of Chinese scholars to machinery fault diagnostics.On the basis of the review of basic theory of machinery fault diagnosis and its practical applications
Keywords: fault diagnosis fault mechanism feature extraction signal processing intelligent diagnostics
Machine learning for fault diagnosis of high-speed train traction systems: A review
Frontiers of Engineering Management doi: 10.1007/s42524-023-0256-2
Keywords: high-speed train traction systems machine learning fault diagnosis
Acoustic fault signal extraction via the line-defect phononic crystals
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 1, Pages 10-10 doi: 10.1007/s11465-021-0666-y
Keywords: phononic crystals line-defect fault signal extraction acoustic enhancement
Iterative HOEO fusion strategy: a promising tool for enhancing bearing fault feature
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 1, doi: 10.1007/s11465-022-0725-z
Keywords: higher order energy operator fault diagnosis manifold learning rolling element bearing information
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 4, Pages 814-828 doi: 10.1007/s11465-021-0650-6
Keywords: bearing cross-severity fault diagnosis hierarchical fault diagnosis convolutional neural network
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 2, doi: 10.1007/s11465-022-0673-7
Keywords: deep reinforcement learning hyper parameter optimization convolutional neural network fault diagnosis
Title Author Date Type Operation
An approach for mechanical fault classification based on generalized discriminant analysis
LI Wei-hua, SHI Tie-lin, YANG Shu-zi
Journal Article
Fault classification and reconfiguration of distribution systems using equivalent capacity margin method
K. Sathish KUMAR, T. JAYABARATHI
Journal Article
Unknown fault detection for EGT multi-temperature signals based on self-supervised feature learning andunary classification
Journal Article
One-Variable Attack on The Industrial Fault Classification System and Its Defense
Yue Zhuo, Yuri A.W. Shardt, Zhiqiang Ge
Journal Article
enhanced active learning mixture discriminant analysis model and its application for semi-supervised faultclassification
Weijun WANG, Yun WANG, Jun WANG, Xinyun FANG, Yuchen HE
Journal Article
Development of a new method for RMR and Q classification method to optimize support system in tunneling
Asghar RAHMATI,Lohrasb FARAMARZI,Manouchehr SANEI
Journal Article
Molecular classification and precision therapy of cancer: immune checkpoint inhibitors
Yingyan Yu
Journal Article
Three-dimensional finite difference analysis of shallow sprayed concrete tunnels crossing a reverse faultor a normal fault: A parametric study
Masoud RANJBARNIA, Milad ZAHERI, Daniel DIAS
Journal Article
EAI-oriented information classification code system in manufacturing enterprises
WANG Junbiao, DENG Hu, JIANG Jianjun, YANG Binghong, WANG Bailing
Journal Article
Basic research on machinery fault diagnostics: Past, present, and future trends
Xuefeng CHEN, Shibin WANG, Baijie QIAO, Qiang CHEN
Journal Article
Iterative HOEO fusion strategy: a promising tool for enhancing bearing fault feature
Journal Article
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical fault
Journal Article