Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) : Volume 2 |
Autore | Ball Andrew D |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
Descrizione fisica | 1 online resource (1186 pages) |
Disciplina | 670.42 |
Altri autori (Persone) |
OuyangHuajiang
SinhaJyoti K WangZuolu |
Collana | Mechanisms and Machine Science Series |
ISBN | 3-031-49421-0 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Contents -- Weld Surface Defect Detection Based on Improved YOLOv7 -- 1 Background -- 2 Literature Review -- 3 Methodology -- 3.1 Image Acquisition -- 3.2 Data Augmentation -- 3.3 Improvement of YOLOv7 Target Detection Model -- 4 Experiments and Results Analysis -- 4.1 Experimental Platform -- 4.2 Data Set Preparation -- 4.3 Algorithm Comparison and Evaluating Indicator -- 4.4 Experimental Results and Analysis -- 5 Conclusion -- References -- High-Frequency Electrically-Assisted Turning: Application to Aluminium -- 1 Introduction -- 2 Experimental Procedure -- 2.1 Experimental Setup and Material -- 2.2 Experimental Parameters -- 2.3 Measurement of Cutting Force and Surface Roughness -- 3 Results and Discussion -- 3.1 Cutting Force -- 3.2 Surface Roughness -- 4 Conclusions -- References -- An Investigation into Noise Source Separation and Blind Identification Method for Electric Drive System Based on Single-Channel Noise Sources -- 1 Introduction -- 2 Noise Source Separation and Blind Identification Method -- 2.1 CEEMDAN -- 2.2 ICEEMDAN -- 2.3 Comparation Between CEEMDAN and ICEEMDAN -- 2.4 Independent Component Analysis for Blind Identification -- 3 Experimental Test Setup -- 4 Results -- 4.1 Data Selection and Pre-processing -- 4.2 Noise Signal Decomposition -- 4.3 Independent Noise Source Identification -- 5 Conclusion -- References -- Pose-DWT-Former: An Improved Transformer-Based 3D Human Pose Estimation Model -- 1 Introduction -- 2 Related Work -- 3 Framework and Modules -- 3.1 Vision Transformer (ViT) Module -- 3.2 Architecture -- 4 Experiments -- 4.1 Dataset and Implement -- 4.2 Evaluation Measures -- 4.3 Model Training -- 4.4 Visualization -- 5 Conclusions -- References -- Dynamic Behaviour of Railway Axle Box Bearing Raceway Excited by Wheel Polygonal Wear -- 1 Introduction.
2 Rigid-Flexible Coupled Vehicle-Track Dynamics Model with Axle Box Bearing -- 2.1 Vehicle-Track Coupled Dynamics Model -- 2.2 Flexible Wheelset, Axle Box and Gear Box Models -- 2.3 Axle Box Bearing Dynamics Model -- 2.4 Wheel Polygonal Model -- 3 Model Validation -- 4 Dynamic Behaviour of Axle Box Bearing Raceway -- 4.1 Dynamic Behaviour of Axle Box Bearing Raceway Excited by Wheel Polygonal Wear Amplitude -- 4.2 Dynamic Behaviour of Axle Box Bearing Raceway Excited by Wheel Polygonal Wear Order -- 5 Conclusions -- References -- Research of the Possibility of Operating a NPP Turbine Without a Stage of Damaged Blades -- 1 Introduction -- 2 Object and Methodology of the Research -- 2.1 Geometric Model of the High-Pressure Rotor of the K-1000-60/3000 Turbine -- 2.2 Mathematical Model for Synthesis of the Turbine Flow Part -- 2.3 Mathematical Model for Calculating the Residual Service Lifetime of Rotor -- 3 Efficiency and Service Lifetime of the K-1000-60/3000 Turbine Without 5th Stage Blades -- 3.1 Integral Quality Indicators of the Flow Part of the High-Pressure Cylinder -- 3.2 Residual Service Lifetime of the High-Pressure Rotor -- 4 Conclusions -- References -- A Comparative Analysis of Two Winding Distribution Approaches for Fault Simulations of Induction Motors -- 1 Introduction -- 2 Modelling the BRB Fault by MCC Method -- 3 Winding Distributions -- 4 Simulation Results -- 4.1 Healthy Motor -- 4.2 BRB Fault -- 5 Experimental Results -- 5.1 Healthy Motor -- 5.2 Motor with BRB Fault -- 6 Conclusions -- References -- Remaining Useful Life Prediction Based on Bayesian Inference Long and Short-Term Memory Networks -- 1 Introduction -- 2 Bayesian Inference-Based Long- and Short-Term Memory Networks -- 2.1 Bayes-LSTM Network Construction -- 2.2 Data Expansion -- 2.3 Bayesian Inference -- 2.4 Remaining Useful Life Prediction. 3 Experimental Results and Analysis -- 3.1 Experimental Results of PHM2012 Bearing Dataset -- 3.2 Experimental Results of PHM2012 Bearing Dataset -- 4 Conclusion -- References -- Early Fault Detection of Robotic Joints Based on Time-Frequency Analysis of Motor Current Signature -- 1 Introduction -- 2 Industrial Robot Structure -- 3 Motor Current Signature Analysis -- 3.1 Application of MCSA in Fault Diagnosis -- 3.2 Fourier Synchro Squeezed Transform -- 3.3 Modulation Signal Bispectrum -- 4 Experimental Facility and Procedure -- 4.1 Experimental Facility -- 4.2 Experimental Procedure -- 5 Data Analysis and Result Discussion -- 5.1 Time Domain and Frequency Domain Analysis -- 5.2 Time-Frequency Analysis -- 6 Conclusion -- References -- Asymmetricity Diagnosis in Wind Turbine-Based Permanent Magnet Synchronous Generators -- 1 Introduction -- 2 Modeling for Asymmetricity in PMSG -- 2.1 Wind Turbine Dynamics -- 2.2 Dynamic Model of PMSG -- 2.3 Asymmetricity Modeling -- 3 Experimental Setup and Test Result -- 3.1 Eccentricity at Different Speed -- 4 Results and Discussion -- 5 Conclusion -- References -- Sensitivity of PCA and Autoencoder-Based Anomaly Detection for Industrial Collaborative Robots -- 1 Introduction -- 2 Fault Detection with PCA and Autoencoder -- 2.1 PCA -- 2.2 Sparse Autoencoder -- 3 Experimental Setup -- 3.1 Description of the Test Stand and Dataset -- 3.2 Dataset Pre-processing -- 4 Detection Results -- 4.1 PCA Model Detection Results -- 4.2 Sparse Autoencoder Model Detection Results -- 5 Conclusion -- References -- Rolling Bearing Fault Diagnosis Method Based on Wavelet Time-Frequency Map and Improved ConvNext -- 1 Introduction -- 2 Methodology -- 2.1 Continuous Wavelet Transform -- 2.2 ConvNext Network Model -- 3 Fault Diagnosis Framework for Rolling Bearings -- 3.1 CBAM -- 3.2 ECA -- 4 Experimental Verification -- 5 Conclusion. References -- Siamese Neural Network-Based Diagnosis of UAVs Faults Under Small Sample Conditions -- 1 Introduction -- 2 Method -- 3 Experiment -- 3.1 Experimental Data and Experimental Setup -- 3.2 Experimental Results and Visual Analysis -- 4 Conclusion -- References -- Design of a Button Sensor Antenna for Wireless Wearable Applications -- 1 Introduction -- 2 Design Topology -- 3 Results and Discussion -- 3.1 Free Space -- 3.2 On Body -- 3.3 SAR -- 4 Conclusion -- References -- Research on Vibration Displacement Measurement of Sleeper Based on Machine Vision -- 1 Introduction -- 2 Research on Testing Method of Vibration Displacement of Sleeper -- 3 Research on the Algorithm of Sleeper Vibration Displacement Detection -- 4 Image Feature Point Extraction -- 5 Experimental Verification and Conclusion -- 6 Conclusion -- References -- Establishment and Testing Verification of Traction Battery Second-Order Resistor-Capacitor Digital Twin Model Based on Hybrid Pulse Power Characterization Test -- 1 Introduction -- 2 Lithium-Ion Battery Digital Twin Model -- 2.1 Lithium-Ion Battery Structure and Working Principle -- 2.2 Battery Equivalent Circuit Model -- 2.3 Mathematical Model Construction -- 2.4 Simulink-Based Simulation Model Building -- 2.5 Matlab-Based Parameter Identification -- 3 SOC Estimation Algorithm -- 4 Battery Characteristics Test Method Based on the Test Stand -- 5 Analysis of Digital Twin Model Validation Results -- 5.1 Analysis of 1# Cell Model Validation Results -- 5.2 Analysis of 2# Cell Model Validation Results -- 5.3 Analysis of Validation Results of #3 Cell Model -- 5.4 Analysis of 4# Cell Model Validation Results -- 5.5 Analysis of 5# Cell Model Validation Results -- 5.6 Analysis of 6# Cell Model Validation Results -- 5.7 Analysis of 7# Cell Model Validation Results -- 5.8 Analysis of 8# Cell Model Validation Results -- 6 Conclusion. References -- Effects of Tooth Directional Modification Error on Internal Excitation and Vibration Characteristics of Gears with Early-Stage Crack Fault -- 1 Introduction -- 2 Parameter Definition of TDM Error -- 3 Proposed Internal Excitation Analytical Model of Gear with ESC and TDM -- 4 Results and Discussion -- 4.1 Verification of the Proposed Model -- 4.2 Effects of TDM Errors on the Internal Excitation of Gear with ESC -- 4.3 Effects of TDM Errors on the Vibration Characteristics of ESC Fault -- 5 Conclusions -- References -- Kinematics Analysis and Verification of Delta Parallel Robot -- 1 Introduction -- 2 Kinematics Analysis of Delta Parallel Robot -- 2.1 Delta Parallel Robot Structure Analysis and Modeling -- 2.2 Model Simplification and Workspace -- 2.3 Kinematic Inverse and Positive Solutions -- 3 Delta Kinematics Simulation of Parallel Robots -- 3.1 Positive and Inverse Solution Verification of Kinematics -- 3.2 Simulation of the Workspace -- 4 Conclusion -- References -- A Data-Driven Modelling Approach and Uncertainty Analysis for Rotor System Health Assessment -- 1 Introduction -- 2 Model Uncertainty and Condition Assessment Accuracy Based on NARX -- 3 Dynamic Modelling of Rotor System with Rub-Impact -- 4 Condition Monitoring Based on Model Uncertainty Analysis -- 4.1 Sensitivity and Correlation of NOFRFs Under Parameter Perturbation -- 4.2 Effect of Parameter Uncertainty on NOFRFs in Condition Assessment -- 5 Conclusions -- References -- Characterising the Mechanism of Cell Failure Due to Shear Using a Combined Numerical and Analytical Approach -- 1 Introduction -- 2 Methodology -- 2.1 Three Component Cell Model (3CCM) -- 2.2 Boundary Conditions -- 2.3 Comparison with Predictions from Hertzian Theory -- 2.4 Six Component Cell Model (6CCM) -- 3 Results and Discussion -- 3.1 Three Component Cell Model (3CCM) Results. 3.2 Six Component Cell Model (6CCM) Results. |
Record Nr. | UNINA-9910865287303321 |
Ball Andrew D
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Cham : , : Springer International Publishing AG, , 2024 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) : Volume 1 |
Autore | Ball Andrew D |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
Descrizione fisica | 1 online resource (1219 pages) |
Disciplina | 670.42 |
Altri autori (Persone) |
OuyangHuajiang
SinhaJyoti K WangZuolu |
Collana | Mechanisms and Machine Science Series |
ISBN | 3-031-49413-X |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Contents -- A Remaining Useful Life Prediction Technique for Rolling Element Bearings Based on Deep Temporal Feature Transfer -- 1 Introduction -- 2 Background Theories -- 2.1 A Review of the ON-LSTM Network -- 2.2 Transfer Learning -- 2.3 The Proposed Method -- 3 Experimental Verification and Result Discussion -- 3.1 Dataset Description -- 3.2 Results and Discussion -- 4 Conclusion -- References -- A Miniaturized Acoustic Metamaterial for Weak Signal Detection -- 1 Introduction -- 2 MGAM-Based Acoustic Sensing -- 3 Numerical Simulation -- 4 Experimental Verification -- 4.1 Signal Separation with Feature Enhancement -- 4.2 Weak Signal Detection Under Strong Noise Interference -- 5 Conclusion -- References -- A Machine Learning Approach for Reliable Object Tracking -- 1 Introduction -- 2 Methodology -- 2.1 Particle Filter -- 2.2 Proposed Methodology -- 3 Experiments and Results -- 3.1 Dataset Generation -- 3.2 Experiments -- 4 Conclusion and Future Directions -- References -- Numerical Analysis of Low Energy High Frequency Laser Shock Processing of Polycrystalline Diamond -- 1 Introduction -- 2 3D Prediction Modelling of Laser Shock Processing on PCD Composites -- 2.1 Model Design -- 2.2 Constitutive Material's Behavior -- 2.3 Simulation of Unconventional LSP Without Coating on PCD Composites -- 3 Results and Discussion -- 3.1 Temperature Analysis -- 3.2 Residual Stress -- 4 Conclusions -- References -- Tribology and Characterization of Dynamically-Loaded Crankshaft Main Bearings with Surface Roughness -- 1 Introduction -- 2 Theory -- 2.1 Rigid Rotor Dynamic Equation -- 2.2 Transient Hydrodynamic Model -- 2.3 Simulation Procedure -- 3 Simulation Results and Discussion -- 3.1 Engine Dynamic Load Analysis -- 3.2 Tribology and Dynamic Responses -- 4 Conclusion -- References.
Virtual Sensor Implementation in Hydroelectric Turbines: A Digital Twin Approach for Clearance Violation Analysis -- 1 Introduction -- 2 Methodology -- 2.1 General Description -- 2.2 FEM Model -- 2.3 Equations -- 2.4 Procedure for Dynamic Excitation -- 3 Application on a 92 MW Hydroelectric Generator -- 3.1 Model Characteristics -- 3.2 Event: Unit 2 Generator Trip -- 3.3 Event Description and DT Results -- 4 Conclusions -- References -- Energy Harvesting Enhancement by Vibration Mode Coupling of Piezoelectric Cantilever Beam -- 1 Introduction -- 2 Configuration and Vibration Modes of Energy Harvester -- 3 Experimental Study with Split Piezoelectric Plate -- 3.1 Experimental Setup -- 3.2 Analysis of Experiment Result -- 4 Experimental Study with Mode Assignment -- 4.1 Structure with Distributive Mass -- 4.2 Analysis of Experiment Result -- 5 Conclusion -- References -- A Degradation Trend Dynamic Prediction Method for Rolling Bearing Health Status Evaluation -- 1 Introduction -- 2 Health Index Construction Based on Kernel Mahalanobis Distance -- 2.1 Health Status Assessment -- 2.2 Sensitive Feature Screening -- 2.3 Kernel Mahalanobis Distance-Based Health Index -- 3 Bearing Degradation Trend Dynamic Prediction -- 3.1 Identification of First Predicting Point Based on SVDD -- 3.2 Determination of Dynamic Failure Threshold Based on FPLR -- 4 Performance Verification -- 5 Conclusions -- References -- Extension of Harmonic Product Spectrum and Its Application in Bearing Condition Monitoring -- 1 Introduction -- 2 Extension of Harmonic Product Spectrum -- 3 Evaluation of Different Harmonic Product Spectra -- 3.1 Numerical Model of Simulation Signal -- 3.2 Effect of Harmonic Noise -- 3.3 Effect of Random Impulse Noise -- 3.4 Effect of Background Noise -- 3.5 Quantitative Analysis -- 4 Application to Bearing Condition Monitoring -- 5 Conclusions -- References. Metamaterial Structural Design for Low-Frequency Vibration Attenuation in a Drone-Based Image Monitoring System -- 1 Introduction -- 2 Metamaterial Structural Design and Numerical Analysis -- 2.1 Structural Design -- 2.2 Unit-Cell Bandgap Characteristics -- 2.3 Vibration Transmission -- 3 Experimental Verification -- 4 Conclusion -- References -- Thermal Safety Analysis of Lithium-Ion Traction Batteries Based on Electrode Thermal Stability -- 1 Introduction -- 2 Experimental Section -- 3 Results and Discussion -- 4 Conclusions -- References -- Life Cycle Management of Hospital Physical Assets Waste Elimination -- 1 Introduction -- 2 Holistic Model for Diagnosis -- 2.1 Diagnosis Model -- 2.2 The Questionnaires -- 2.3 Analysis of Data -- 2.4 Elimination Criteria -- 2.5 Eliminatory Grid -- 2.6 Improvement Plan -- 3 Indicators (KPIs) -- 3.1 Availability (A) -- 3.2 Mean Time Between Failure (MTBF) -- 3.3 Mean Time to Repair (MTTR) -- 3.4 Mean Waiting Time (MWT) -- 3.5 Return on Investment (ROI) -- 4 New Economic Replacement Models -- 4.1 Financial Indicators -- 4.2 Performance Indicators -- 4.3 Reserve Equipment -- 4.4 Integrated Asset Management Support Model-MIAGA -- 5 TPS-Waste Elimination -- 5.1 TPS-Fundamental Pillars -- 5.2 Waste -- 5.3 Methodology 5S -- 5.4 Layout of Organizations-Health Units -- 5.5 SMED Tool -- 6 Conclusions -- References -- Full-Field Out-of-Plane Displacement Measurement Using Microwave Holographic Interferometry -- 1 Introduction -- 2 Method -- 2.1 Principle of Microwave Holography -- 2.2 Method of Full-Filed Out-of-Plane Measurement -- 3 Method Evaluation -- 3.1 Simulation -- 3.2 Experiment -- 4 Conclusion -- References -- Multiscale Spectral-Spatial Capsule Neural Network for Hyperspectral Image Classification -- 1 Introduction -- 2 Proposed Multiscale Spectral-Spatial Capsule Network. 3 Experimental Results and Discussions -- 4 Conclusion -- References -- Detection of Small-Amplitude Hunting Motion in High-Speed Trains Under Extreme Data Imbalance -- 1 Introduction -- 2 CTtransVAE-GAN Construction -- 2.1 Encoding Network -- 2.2 Decoding Network -- 3 CTransVAE-GAN -- 4 Experimental Results and Discussion of Small-Amplitude Hunting Data -- 5 Conclusions -- References -- Simulation Analysis of Battery Pack Bottom Ball Strike Based on LS-DYNA -- 1 Introduction -- 2 Static Ball Strike -- 2.1 Ball Strike Test -- 2.2 Establishment of Battery Pack Simulation Model -- 2.3 Analysis of Static Ball Strike Simulation Results -- 3 Dynamic Ball Strike -- 3.1 Impact Velocity Impact Analysis -- 3.2 Impact Angle Impact Analysis -- 4 Conclusion -- References -- Updated Finite Element Model of Axial Piston Pump for Machine Learning-Based Failure Detection -- 1 Introduction -- 2 Experimental Setup -- 3 Finite Element Modeling and Validation -- 3.1 FE Model Validation -- 4 Finite Element Model Updating (FEMU) -- 4.1 Dynamic Finite Element Model Updating Techniques -- 4.2 Updated FE Model -- 5 Conclusions -- References -- Application of Machine Learning Algorithm for Fault Detection in Pump -- 1 Introduction -- 2 Methodology -- 2.1 Experimental Setup and Data Acquisition -- 2.2 Data Preparation, Preprocessing, and Visualization -- 2.3 Sliding Window Technique -- 2.4 Application of Deep Learning -- 3 Results and Discussion -- 4 Conclusion -- References -- Neural Network-Based Terminal Sliding Mode Controller Design for Manipulator Systems -- 1 Introduction -- 2 Mathematical Model of the Mechanical Arm -- 3 Control Design -- 3.1 Nonsingular Fast Terminal Sliding Mode Control -- 3.2 Radial Basis Function Neural Network (RBFNN) Control Design -- 4 Stability Analysis -- 5 Simulation Analysis -- 6 Conclusion -- References. Improved Fault Diagnosis Model Based on Bootstrap Your Own Latent Algorithm for a Multistage Centrifugal Pump -- 1 Introduction -- 2 Methodology -- 2.1 Overview of the Proposed Method -- 2.2 Signal Subsampling -- 2.3 Time-Series Augmentations -- 2.4 BYOL-Based Feature Extractor Training and Finetuning -- 3 Experiments and Implementation Details -- 3.1 Experiment Setup -- 3.2 Implementation Details -- 4 Results -- 4.1 Analysis of the Model Performance -- 4.2 Comparison with Supervised Model -- 5 Conclusion and Future Works -- References -- A Multi-task Learning Method for Few-Shot Fault Diagnosis Based on Metric Learning -- 1 Introduction -- 2 Basic Theory -- 2.1 Principles of Siamese Neural Networks -- 2.2 Loss Function -- 3 Fault Diagnosis Model -- 3.1 Overall Framework of the Model -- 3.2 Backbone Networks -- 4 Experimental Research and Result Analysis -- 4.1 Case 1 -- 4.2 Case 2 -- 5 Conclusion -- References -- Online Parameter Identification of Lithium Battery Model Based on Bias Compensated Least Square -- 1 Introduction -- 2 Introduction of Lithium Battery Model -- 3 Parameter Identification Based on BCFFRLS -- 3.1 Recursive Least Squares with Forgetting Factor -- 3.2 Forgetting Factor Recursive Least Squares Method with Bias Compensation -- 4 Battery Test -- 5 Model Parameter Identification and Result Analysis -- 6 Conclusions -- References -- A Review of Synchro-Transform Method in Mechanical Fault Diagnosis -- 1 Introduction -- 2 Variants of Synchro-Transform -- 2.1 Synchrosqueezed-Like Transform Method -- 2.2 Synchroextracting-Like Transform Method -- 2.3 Framework of Synchro-Transformation Method -- 3 The Application of Synchro-Transform Method in Mechanical Fault Diagnosis -- 3.1 Gear Fault Diagnosis -- 3.2 Bearing Fault Diagnosis -- 3.3 Comparison of Various Synchro-Transform Methods -- 4 Conclusion and Future Direction -- References. Assessment on the Static Characteristic of the Journal Bearing with Aerated Oil Film. |
Record Nr. | UNINA-9910865269603321 |
Ball Andrew D
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Cham : , : Springer International Publishing AG, , 2024 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
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