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Advances in System-Integrated Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 Towards Challenges and Proposals for Integrating and Using Machine Learning Methods in Production Environments
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    Chapter 2 Autonomous Driving Based on Imitation and Active Inference
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    Chapter 3 Machine Learning Based Reconstruction of Process Forces
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    Chapter 4 A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks
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    Chapter 5 Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes
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    Chapter 6 Image Based Classification of Methods-Time Measurement Operations in Assembly Using Recurrent Neuronal Networks
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    Chapter 7 FPGA-Based Road Crack Detection Using Deep Learning
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    Chapter 8 Simple Non Regressive Informed Machine Learning Model for Prescriptive Maintenance of Track Circuits in a Subway Environment
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    Chapter 9 Embedded Implementation of an Algorithm for Online Inertia Estimation in Power Grids
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    Chapter 10 Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels
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    Chapter 11 Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification
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    Chapter 12 Human Recognition for Resource-Constrained Mobile Robot Applied to Covid-19 Disinfection
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    Chapter 13 Data-Driven Methods for Aviation Safety: From Data to Knowledge
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    Chapter 14 Design and Deployment of an Efficient Landing Pad Detector
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    Chapter 15 Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification
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    Chapter 16 An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing
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    Chapter 17 A Non-Hilbertian Inversion Technique for the Diagnosis of Faulty Elements in Antenna Arrays
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    Chapter 18 A Passive, Wireless Sensor Node for Material-Integrated Strain and Temperature Measurements in Glass Fiber Reinforced Composites
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    Chapter 19 Multi-camera Metrology System for Shape and Position Correction of Large Fuselage Components in Aircraft Assembly
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    Chapter 20 Management of Research Field Data Within the Concept of Digital Twin
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    Chapter 21 Feed-Forward SNN for Touch Modality Prediction
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    Chapter 22 Ansaldo Energia Progetto LHP (OR6.3)
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    Chapter 23 An Application of Engineering 4.0 to Hospitalized Patients
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    Chapter 24 A DT-Based System for Predicting Process Behavior
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    Chapter 25 Optimal Robot Workpiece Placement for Maximized Repeatability
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    Chapter 26 Enhancing Vendor Managed Inventory with the Application of Blockchain Technology
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    Chapter 27 Design and Development of a Tomato Picking Soft Robotic Gripper with a Separator and Mechanical Iris Based Pedicel Cutting Mechanism
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    Chapter 28 The Impact of Intelligent Objects on Quality 4.0
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    Chapter 29 Mutual Resiliency and Lean Analysis for Supply Chain Management in a COVID-19 Ventilator Production Case Study
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    Chapter 30 Fighting Hospital Infections with Engineering 4.0
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    Chapter 31 Cyber-Physical Equipment as a Service
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    Chapter 32 A Sensing System for Defects Detection in Reinforced Aluminium Panels by Ultrasonic Guided Waves Sensors
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    Chapter 33 A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks
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    Chapter 34 Integrating Electronic Components, Sensors and Actuators in Cast Metal Components: An Overview of the State of the Art
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    Chapter 35 Fast Temperature-Compensated Method for Damage Detection and Structural Health Monitoring with Guided Ultrasonic Waves and Embedded Systems
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    Chapter 36 A Study on a Novel Impact Test for SHM of CFRP Based on Screwdriver Bit Launch and Electret Microphone
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    Chapter 37 Optimization of Non-destructive Damage Detection of Hidden Damages in Fiber Metal Laminates Using X-ray Tomography and Machine Learning Algorithms
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    Chapter 38 Time Reduction in Online Programming – An Approach to Hand Guided Teaching for Small Batch Robot Machining
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    Chapter 39 Ontology-Based Documentation of Quality Assurance Measures Using the Example of a Visual Inspection
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    Chapter 40 Controlling Decisions by Head Electrical Signals
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    Chapter 41 Tactile-Based Human-Robot Collaboration: A Performance Analysis
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    Chapter 42 Wireless Communication Technologies in Smart Factories
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    Chapter 43 Concept of a 5G Hybrid Wireless Campus Network as Testbed for Industrial Applications
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    Chapter 44 Reference Network and Localization Architecture for Smart Manufacturing Based on 5G
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    Chapter 45 Survey on Usage of 5G Campus Networks in Intralogistics
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    Chapter 46 Concept for a Revolution of Public Transport
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    Chapter 47 An Intelligent System for Human Intent and Environment Detection Through Tactile Data
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    Chapter 48 Design of a Wearable Haptic Device to Mediate Affective Touch with a Matrix of Linear Actuators
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    Chapter 49 Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition
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    Chapter 50 The Effect of Cognitive Load on Electrotactile Communication via a Multi-pad Electrode
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    Chapter 51 Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers
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    Chapter 52 Energy Consumption Analysis of Pruned Semantic Segmentation Networks on an Embedded GPU
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    Chapter 53 A Tiny CNN for Embedded Electronic Skin Systems
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    Chapter 54 Detecting Ice on Wind Turbine Rotor Blades: Towards Deep Transfer Learning for Image Data
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    Chapter 55 Towards Real-Time Human Detection in Maritime Environment Using Embedded Deep Learning
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    Chapter 56 Data Driven Decision Making When Transitioning Towards a Modular Setup
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    Chapter 57 A Novel Method for Component Positioning in Thermoformed Electronics
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    Chapter 58 Towards Circular Production Systems: Outlining the Concept, Challenges and Future Research Directions
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    Chapter 59 Facilitating Manufacturing System Development: Mapping Changeability Capabilities in Two Industrial Cases
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    Chapter 60 Transfactory: Towards a New Technology-Human Manufacturing Co-evolution Framework
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    Chapter 61 Sustainability Comparison of a New Reconfigurable Machine Tool and a Conventional Milling Machine
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    Chapter 62 Comparison of Machine Learning Models for Predictive Maintenance Applications
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    Chapter 63 Exploring Manufacturing System Development and the Use of Platforms to Reduce Time-to-Market
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    Chapter 64 Automated Tonic-Clonic Seizure Detection Using Random Forests and Spectral Analysis on Electroencephalography Data
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    Chapter 65 An Investigation into Routing Protocols for Real-Time Sensing of Subsurface Oil Wells
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    Chapter 66 Surface-Functionalized Multichannel Nanosensors and Machine Learning Analysis for Improved Sensitivity and Selectivity in Gas Sensing Applications
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    Chapter 67 Design and Simulation of a Novel Low-Voltage RF MEMS Switch for Reconfigurable Antennas
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    Chapter 68 2T1M Neuromorphic Synapse with Pt-Hf-Ti Memristor Model
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    Chapter 69 Embedded Implementation of Signal Pre-processing for Tactile Sensing System
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Title
Advances in System-Integrated Intelligence
Published by
Springer International Publishing, September 2022
DOI 10.1007/978-3-031-16281-7
ISBNs
978-3-03-116280-0, 978-3-03-116281-7
Editors

Valle, Maurizio, Lehmhus, Dirk, Gianoglio, Christian, Ragusa, Edoardo, Seminara, Lucia, Bosse, Stefan, Ibrahim, Ali, Thoben, Klaus-Dieter

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