Electronics in Advanced Research Industries Industry 4 0 to Industry 5 0 Advances IEEE Press 1st Edition by Alessandro Massaro ISBN 9781119716877 111971687X

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ISBN 10: 111971687X
ISBN 13: 9781119716877
Author: Alessandro Massaro

Electronics in Advanced Research Industries Industry 4.0 to Industry 5.0 Advances IEEE Press 1st Edition Table of contents:

1 State of the Art and Technology Innovation

1.1 State of the Art of Flexible Technologies in Industry

1.2 State of the Art of Scientific Approaches Oriented on Process Control and Automatisms

1.3 Intelligent Automatic Systems in Industries

1.4 Technological Approaches to Transform the Production in Auto‐Adaptive Control and Actuation Systems

1.5 Basic Concepts of Artificial Intelligence

1.6 Knowledge Upgrading in Industries

References

2 Information Technology Infrastructures Supporting Industry 5.0 Facilities

2.1 Production Process Simulation and Object Design Approaches

2.2 Electronic Logic Design Oriented on Information Infrastructure of Industry 5.0

2.3 Predictive Maintenance: Artificial Intelligence Failure Predictions and Information Infrastructure Layout in the Temperature Monitoring Process

2.4 Defect Estimation and Prediction by Artificial Neural Network

2.5 Defect Clustering and Classification: Combined Use of the K‐Means Algorithm with Infrared Thermography for Predictive Maintenance

2.6 Facilities of a Prototype Network Implementing Advanced Technology: Example of an Advanced Platform Suitable for Industry 5.0 Integrating Predictive Maintenance

2.7 Predictive Maintenance Approaches

2.8 Examples of Advanced Infrastructures Implementing AI

2.9 Examples of Telemedicine Platforms Integrating Advanced Facilities

References

3 Human–Machine Interfaces

3.1 Mechatronic Machine Interface Architectures Integrating Sensor Systems

3.2 Machine‐to‐Machine Interfaces: New Concepts of Industry 5.0

3.3 Production Line Command and Actuation Interfaces in Upgraded Systems

3.4 McCulloch–Pitts Neurons and Logic Port for Automatic Decision‐Making Setting Thresholds

3.5 Programmable Logic Controller I/O Ports Interfacing with AI Engine

3.6 Human–Machine Interface for Data Transfer and AI Data Processing

3.7 Example of Interface Configuration of Temperature Control

3.8 AI Interfaces Oriented on Cybersecurity Attack Detection

3.9 AI Interfaces Oriented on Database Security

3.10 Cybersecurity Platform and AI Control Interface

References

4 Internet of Things Solutions in Industry

4.1 Cloud Computing IoT

4.2 IoT and External Artificial Intelligence Engines

4.3 Blockchain and IoT Data Storage Systems

4.4 Mechatronic Machine Interface Architectures Integrating Sensor Systems

4.5 Multiple Mechatronic Boards Managing Different Production Stages

References

5 Advanced Robotics

5.1 Collaborative Robotics in Industry and Protocols

5.2 Artificial Intelligence in Advanced Robotics and Auto‐Adaptive Movement

5.3 Human–Robot Self‐Learning Collaboration in Industrial Applications and Electronic Aspects

5.4 Robotics in Additive Manufacturing

References

6 Advanced Optoelectronic and Micro‐/Nanosensors

6.1 Nanotechnology Laboratories in Industries

6.2 Micro‐ and Nanosensors as Preliminary Prototypes for Industry Research

6.3 Multisensor Systems and Big Data Synchronization of Micro‐/Nanoprobes

References

7 Image Vision Advances

7.1 Defect Classification by Artificial Intelligence and Data Processor Units

7.2 Image Vision Architectures and Electronic Design

7.3 Image Segmentation and Image Clustering

7.4 Image Segmentation for Food Defect Detection

7.5 Random Forest Pixel Classification

References

8 Electronic and Reverse Engineering

8.1 Reverse Engineering Systems and Mechanical Precision

8.2 Working Processing and Adaptation

8.3 Reverse Engineering and Self‐Learning Automatic Working Piece Classification

8.4 Tools Supporting RE: AR and Image Processing for Size Measurement

8.5 RE in Micrometric Scale: RE Approach for Photonic Crystals

8.6 RE for the Production of Pipeline Components

8.7 RE in the Precision Manufacturing Process for Thin Film Devices

8.8 Advanced RE Processes in Industry 5.0

8.9 RE in Nanocomposite Production Processes

8.10 RE in Electronic Board Production

References

9 Rapid Prototyping

9.1 Rapid Prototyping Tools and Microscale Electronic Systems: Methodological Approaches

9.2 Examples of Antenna and Detection System Rapid Prototyping

9.3 Principles of Mechanical Piece Rapid Prototyping and Innovative Materials

9.4 Rapid Prototyping and Artificial Intelligence Upgrade

9.5 Rapid Prototyping Oriented Toward Patent Development

9.6 Nanocomposite Artificial Skin Rapid Prototyping Process

References

10 Scientific Research in Industry

10.1 Guidelines to Construct an Advanced Research Unit in Industry in the Electronic and Mechatronic Field

10.2 Guidelines to Formulate a Patent

10.3 Guideline to Propose Technological Advances for Public Entities and in Industry 5.0 Research Project

10.4 Innovation Process Projects: Example of a Smart Wine Factory

10.5 Guideline for Project Management

References

Abbreviations and Acronyms

Index

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Tags: Alessandro Massaro, Advanced Research Industries, IEEE Press