Innovations Induced by Research in Technical Systems (Lecture Notes in Mechanical Engineering)

✍ Scribed by Maciej Majewski (editor), Wojciech Kacalak (editor)

• Publisher: Springer
• Year: 2020
• Tongue: English
• Leaves: 202
• Category: Library

✦ Synopsis

This book reports on innovative technologies and their applications in the field of mechanical engineering, covering new design methods as well as the practical implementation and optimization of existing ones to satisfy growing and changing industrial needs. The book features the proceedings of the International Online Conference on Innovations Induced by Research in Technical Systems (IIRTS’2019), organized by the Department of Technical and Informatics Systems Engineering – Faculty of Mechanical Engineering, Koszalin University of Technology (Poland). The book offers a snapshot of innovative methods, cutting-edge applications, and industrially relevant findings in the broad field of technical systems.

✦ Table of Contents

Preface
Organization
International Scientific Committee Chairs
International Scientific Committee Members
Organizing Committee
Chair
Member
Contents
Quality Assessment Using Antipatterns in Machine Building and Operations
Abstract
1 Introduction
2 Antipattern Identification
3 Antipattern Classes
4 Antipatterns in Machine Construction
5 Antipatterns in Machine Operations
6 Conclusions
6.1 Further Research Opportunities
References
Modelling of a Steel-Polymer Concrete Machine Tool Frame Component
Abstract
1 Introduction
2 Concept of Hybrid Machine Tool Body
3 Finite Element Model
4 Experimental Model Validation
5 Beam Model Application in Machine Tool Body Modelling
6 Conclusions
Acknowledgements
References
Machine Learning Based Heuristic Technique for Multi-response Machining Process
Abstract
1 Introduction
2 Manufacturing Process Optimization
2.1 CNC Turning Case Study
2.2 Centerless Cylindrical Grinding Case Study
2.3 CNC Micro-milling Case Study
3 Iterative Surrogate-Assisted Heuristic
3.1 Artificial Neural Network (ANN)
3.2 Gaussian Kernel Regression (GKR)
3.3 Normalized Mean Square Error (NMSE)
3.4 Heuristic Algorithm
4 Results and Discussions
5 Conclusions
Acknowledgement
References
Assessment of Tool Wear Intensity Based on the Frequency Pattern
Abstract
1 Introduction
2 Research Methodology
3 Model of the Cutting Process
4 Conclusions
References
Statistical Process Control Accuracy Estimation of a Stamping Process in Automotive Industry
Abstract
1 Introduction
2 The Process Capability Index and Normality Tests
2.1 The Process Capability Index
2.2 The Kolmogorov-Smirnov Test
2.3 The Shapiro-Wilk Test
2.4 The Anderson-Darling Test
3 The Industrial Unit and the Process
4 Result Analysis
5 Conclusions
Acknowledgments
References
Energy LCA-Oriented Sustainability Analysis Assessment Approach for Visualization of Energy-Efficient Manufacturing
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Process Background
3.2 Building-LCA Indicators for Energy-Efficient Manufacturing
4 Assessment Through Mapping a Building-LCA Indicators
5 Results
6 Conclusions and Discussion
References
Assessment of the Integrity of the Object Based on the Correlation of Super-Signals
Abstract
1 Introduction
2 Related Works
3 Proposed Method for Clustering
4 Proposed Algorithm for the Formation of Clusters
5 Experiments
6 Conclusions and Further Research
References
Curve Curvature Analysis of a Grain Trajectories in Variable Honing of Cylindrical Holes of Thin Wall Cylinder Liners as a Honing Process Optimization Strategy
Abstract
1 Introduction
2 Methodology
3 Conclusions
References
Monitoring System with a Vision Smart Sensor
Abstract
1 Introduction
2 Cyber-Physical Model of the Vision Smart Sensor
2.1 Smart Connection Level
2.2 Data-to-Information Conversion Level
2.3 Cyber Level
2.4 Cognition Level
3 Example of the VSS Implementation
3.1 System Operation
3.2 Results and Discussion
4 Conclusions
References
Analysis of the Internal Load the Ankle Joint Module as the Basic Structural Assembly of the Lower Limb Rehabilitation Exoskeleton
Abstract
1 Introduction
2 Exoskeleton Prototype
3 FEM Model of the Exoskeleton Ankle Joint Assembly
4 Strain Simulation of Assembly I
5 Conclusions
Acknowledgement
References
Modelling of Concurrent Development of Assembly Process and System
Abstract
1 Introduction
2 System Approach for Production
3 Description of Integrated Process and Assembly Planning
3.1 Conceptual Process Planning
3.2 Conceptual Production Organization Planning Stage
3.3 Detailed Process Planning Stage
3.4 Detailed Production Organization Planning Stage
4 Conclusion
References
A Method for Applying Antipatterns and Neural Networks to Automate Detection of Errors in Designs of Mechanical Constructions
Abstract
1 Introduction
2 Identification of Antipatterns
3 Symbolic Description of Construction Features KXML
4 Intelligent Quality Grading
5 Automatic Quality Analysis of Mechanical Constructions
6 Conclusions
6.1 Further Research Opportunities
References
Application of Multi-valued State Assessment in an Intelligent System Diagnosing Hybrid Power System Devices
Abstract
1 Introduction
2 Diagnostic Application in Intelligent Systems in k-Valuable Logics at (k = 2, 3)
3 Diagnostics of a Low-Capacity Hybrid Power Station Equipment with Two- and Three-Valued Logic
4 Conclusions
References
Use of Light Scattering Method to Assess the Texture of Electropolished Surfaces
Abstract
1 Introduction
2 Texture of Electropolished Surfaces
3 Light Scattering Method
4 Experiments and Results
5 Conclusions
References
Human Image Recognition System with an Artificial Neural Network Working in Three-Valued Logic
Abstract
1 Introduction
2 Description of the Biometric Image of the Human
2.1 The Algorithm and the Structure of the DIAG Intelligent Computer Program in the Image Recognition System
3 Investigations into the Compliance of the Recognition of the Human Personal Characteristics in a Biometric Image Using an Artificial Neural Network Working in the Three-Valued Logic
4 Conclusions
References
Teleoperation Control System for Controlling Prototype of a Loader Crane
Abstract
1 Introduction
2 Description of the System
2.1 Experiment Stand
2.2 Control Structure
3 Experiments and Results
3.1 Results of Feedback Structure Experiment
3.2 Results of Feedback and Feedforward Structure Experiment
4 Conclusions
References
Teaching Study of Engineering Graphics for Expressions of Innovative Design
Abstract
1 Introduction
2 Development of Engineering Graphics Technology
2.1 Leonardo da Vinci’s Era
2.2 Napoléon-Monge’s Era
2.3 Graphics Technologies According to Information Dimensions
3 Transition of Learning Methods for Cultivation of Innovative Design Capabilities
3.1 Passive Learning and Active Learning
3.2 Subject Learning and Project Learning
3.3 Definitive Learning and Tentative Learning
4 Innovative Design Based on Graphics Technology
4.1 Advantages of Graphics Technology
4.2 Teaching Program of Engineering Graphics
4.3 Students’ Innovative Design Results
5 Conclusions
Acknowledgements
References
Author Index