Electronics in Advanced Research Industries. Alessandro Massaro
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Table of Contents
1 Cover
5 Preface
7 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
8 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
9 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
10 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
11 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
12 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
13 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