دانلود کتاب Advances in Technical Diagnostics II: Proceedings of the 7th International Congress on Technical Diagnostics, ICTD 2022, 14–16 September 2022, Radom, Poland

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Preface
Organization
Contents
Ship Diesel Engine Fault Diagnosis Using Data Science and SVM Classifier
1 Introduction
2 Research Object and Performed Operational Tests
3 Data Analysis
4 Reliability and Type of Inability State Identification
5 Results
6 Summary and Conclusions
References
Laser Spot Thermography for Defect Detection in Composite Structure
1 Introduction
2 Methodology
2.1 Experimental Setup
2.2 Image Sequence Processing
2.3 Features Extraction
2.4 Classification
3 Results
4 Summary and Conclusions
References
Monitoring the Technical Condition of the Marine Turbine Engines by Analysis of Rundown Resonance Parameters
1 Introduction
2 Material and Methods
3 Analysis of Vibration Signals in Nonstationary States
4 Discussion
5 Conclusions
References
Theoretical-Experimental Determination of CVT Power Losses Due to Rubber V-belt Vibrations
1 Introduction
2 Test Stand and Research Software
3 Physical Structure of Transmission Belt
4 Mathematical Model of Transmission Belt Vibrations
5 Determination of Damping Coefficient of Transmission Belt
6 Determination of Power Dissipated During Transmission Operation
7 Discussion
8 Conclusions
References
Dynamic Model for Simulation of Phenomena Occurring in a Planetary Gear Operating in a Power Transmission System
1 Introduction
2 A Brief Overview of Gears Modelling
3 Characteristics of the 2K-H Type Planetary Gear and Its Dynamic Model
4 Possibilities of Applying the Model
5 Summary
References
Acoustic Emission Monitoring for Wire Drawing Process
1 Introduction
1.1 Influence of the Lubricant on the Drawing and the Generated AE
1.2 Temperature Effect on the Process and the AE
2 Experimental Procedure
3 Results
3.1 Effect of Lubricant Type on AE
3.2 Die Overheating Effect on AE
4 Conclusions
References
Cycloidal Gearbox Model for Transient Analysis Implemented in Fortran with Constant Time Step 2nd Order Integrator
1 Introduction
2 The Models of the Cycloidal Gearbox
3 Multibody Dynamics Methods Used in the Model Programmed in Fortran
4 Contact Modelling
5 Results of the Analysis in the Fortran Model
6 Application of the Fortran Model in Fault Diagnosis
7 Discussion of Results
8 Conclusions
References
Experimental Setup for Nondestructive Testing of Composite Structures Using Laser Spot Thermography
1 Introduction
1.1 Non-destructive Testing Methods
1.2 Thermography
1.3 Laser Spot Thermography
2 Motivation for Research
3 Test Rig
4 Experimental Procedure
4.1 Tested Sample
4.2 Scanning Path
5 Defect Detection Procedure
5.1 Defect Detection Algorithm
5.2 Results
6 Conclusions
References
Neural Network-Based Road Surface Condition Monitor Concept
1 Introduction
2 Analysis of the Currently Developed Concepts for Estimating Road Adhesion in Real Time of Vehicle Movement
3 Road Tests and Their Results Approximation
4 Neural Network Estimation of the Road Surface Conditions
5 Conclusions
References
Method of Fault Detection of Drive Systems Using Features of Park\'s Vector Hodograph
1 Introduction
2 Electric Motors Condition Assessment Based on Current Analysis –State of the Art
2.1 Spectral Analysis
2.2 Motor Current Signature Analysis
3 Measurement System and States Identification
4 Characteristic Features
5 Conclusions
References
Switched Reluctance Motor Modelling Methods
1 Introduction
1.1 SRM Overview
1.2 SRM Design
1.3 Motor Voltage Equation
2 SRM Modelling
2.1 FEA Analysis - Assumptions
2.2 Results
3 Conclusions
References
Diagnostics of Logistics Processes Using Pallet 4.0®
1 Introduction
2 System Components
2.1 Transport Pallet
2.2 Radio Identification
2.3 Measurement System
3 The Concept of a Global Pallet Identification System
4 Examples of the Use of the Pallet 4.0 in Industrial Conditions
4.1 Damaged Ceramics
4.2 Transport of Food Products
4.3 Shortage of Pallet Goods
5 Summary
References
SYPIN: A System for Data Processing and Interpretation for Structural Health Monitoring
1 Structural Health Monitoring as a Data Science Problem
2 SYPIN Project Principles
3 Benchmark Datasets
4 Summary and Conclusions
References
Thermal Signature of Weld Defects Inside High Strength Steel Butt-Welded Joint Pipes
1 Introduction
1.1 Background and Motivations
1.2 Scope
2 Case Study Pipe Selection
2.1 Typical Piping System Configurations
2.2 Pipe Selected for the Experimental Activity
3 Manufacturing of Butt-Welded Joint Pipe Specimens
3.1 Preliminary Activities
4 Quality Assessment of Butt-Welded Joints
5 Thermal Signature of Defects Detected
5.1 Cluster Porosity Thermal Signature
5.2 Lack of Penetration Thermal Signature
6 Conclusions
References
Detection of Cyber Attacks in Electric Vehicles Using a Deep Neural Network
1 Introduction
2 Background and Related Works
2.1 CAN Frame
2.2 Attack Scenarios
2.3 A Bit Heat Map Concept
3 Research Methodology
3.1 Intruder Module as a Bridge in Attack Experiment
3.2 A Bytes Map Concept for Anomaly Detection
3.3 Anomaly Detection with Autoencoder Concept
4 Results and Discussion
4.1 Deep Neural Network Training Without Lane Assist
4.2 Deep Neural Network Training with Lane Assist
5 Conclusion
References
The Diagnostic Procedure of Internal Characteristics Identification of the Semi-active Automotive Shock Absorber Using a Numerical Model
1 Introduction and Problem Description
2 Proposed Solution
3 Model Description
4 Benchmark Case
5 Results
6 Conclusions
References
Fault Diagnosis Using Artificial Neural Networks Trained Only on Signals from an Undamaged Machine
1 Introduction
2 Methodology
2.1 General Description of the Novel Method
2.2 Pre-processing Algorithm
2.3 Neural Network-Base Algorithm
2.4 Novel rDPNS Spectrum
3 Experimental Validation
3.1 Test Rig
3.2 Experiment
3.3 Order Analysis Results
3.4 Neural Network-Based Algorithm Results
4 Summary
References
Algorithm of Sensory Network Routing Operating in Explosion Hazard Zones
1 Introduction
2 Methods
2.1 Particle Swarm Optimization Algorithm
2.2 Ant Algorithm
2.3 Bee Algorithm
3 Results
4 Conclusions
References
Diagnostics of Worst-Case Execution Time Calculations for Automotive Embedded Systems
1 Introduction
2 WCET in Details
2.1 WCET in Software Implementation Scope
2.2 WCET in Software Measurement Scope
2.3 Difficulties in WCET Estimation
2.4 WCET Estimation Methods
3 Summary
References
Application of Torque Signal Analysis of Servomotors to Assess of Support System Condition of Industrial Machining Centre
1 Introduction
1.1 Condition Monitoring and Diagnostics of Support Systems
2 Signals of Support Drive Torque and Its Analysis
3 Method of Support Fault Detection
3.1 Data Preparation
3.2 An ANN Classifier
4 Classification Results and Discussion
5 Conclusions
References
Fuzzy Condition Indicator of Spindle of Machining Center Based on Vibration Parameters
1 Introduction
2 Vibration of Spindles and Assessment of its Condition
2.1 Spindle Condition Assessment Using Standards
3 General Indicator of Spindle Condition Based on Fuzzy Logic
3.1 Results
4 Conclusions
References
Angular Backlashes Monitoring in Heavy Industrial Machines
1 Introduction
1.1 Approaches to Equipment Maintenance
1.2 Factors of Gaps Play and Torsional Dynamics
1.3 Methods and Instrumentation for Backlashes Measurement
2 Methodology of Backlashes Measurement
2.1 Simulation of Measurement Method
3 Digital Device for the Backlashes Measurement
4 Industrial Trials
5 Discussion and Conclusions
References
Author Index