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Innovative Intelligent Industrial Production and Logistics : 5th International Conference, IN4PL 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part I / / edited by Michele Dassisti, Kurosh Madani, Hervé Panetto
| Innovative Intelligent Industrial Production and Logistics : 5th International Conference, IN4PL 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part I / / edited by Michele Dassisti, Kurosh Madani, Hervé Panetto |
| Autore | Dassisti Michele |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (655 pages) |
| Disciplina |
621.39
004.6 |
| Altri autori (Persone) |
MadaniKurosh
PanettoHervé |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Computer engineering
Computer networks Computer systems Application software Computers Computer Engineering and Networks Computer Communication Networks Computer System Implementation Computer and Information Systems Applications Computing Milieux |
| ISBN |
9783031807602
303180760X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Main Event: Multi-Agent Deep Q-Network with Layer-Based Communication Channel for Autonomous Internal Logistics Vehicle Scheduling in Smart Manufacturing -- Digital Twin Data Broker with Assisted Mapping into a Knowledge Base -- An Out-of-Sample Clustering Ensemble Method for Defect Detection and Classification in Metal Additive Manufacturing -- Advanced Process Monitoring and OEE Metrics: Leveraging AASs for Efficiency -- Obsolescence Forecasting of Intel Processors: A Transformers Approach -- Machine Learning Tool for Yield Maximization in Cream Cheese Production -- Comparative Evaluation of Irregular Shape Strip-Packing Algorithms -- An Inventory Management Support Tool Through Indirect Q-value Estimation: A Combined Optimization and Forecasting Approach -- Multiscale Clustering to Improve Anomaly Detection in Nuclear Equipments -- Clustering Analysis for Forecasting Medicine Consumption -- A Decision Support System of the Configuration of a Supermarket in a Components Company for the Automotive Industry -- A Distributed Framework for Cooperative Scheduling of Production, Transportation, and Maintenance Using Multi-Agent Systems -- The Role of Actor’s Creative Self-Efficacy in AI Enabled Value Creation -- Building Realistic Environment from Computer Vision Approach Applied to Manufacturing Simulation in the Digital Twin Context -- Towards a Process-Based Industry 5.0 Maturity Model: A Feasibility Study in Supply Chain -- A Multi-Objective Genetic Algorithm Approach for Multi-Component Products Recovery and Remanufacturing Planning -- Reinforcement Learning for Optimizing Routing in Production Supply of Matrix Production Systems -- An Innovative Fault Detection Robotic Tool for Overhead Cranes in Industries: Magnetic Wheel Modelling and Experimental Validation -- Current Trends and Future Challenges to Put Circular Manufacturing in Practice -- Enhancing Human – Robot Collaboration in the Industry 5.0 -- Framework with Physics-Informed Neural Networks: Application to Collision Detection -- AI-Driven Smart Air Conditioning System for a Sustainable and Energy-Efficient Industrial Future -- A Framework for Resilient Integration of Industry 4.0 Components into Production Systems -- A Reinforcement Learning Algorithm for Dynamic Job Shop Scheduling -- A Blockchain-Powered Framework for Traceable and Secure Pharmaceutical Delivery with Crowdsourced Logistics -- A Comprehensive Framework Integrating ML, Automation Pyramid, and KPIs for Industry 5.0 -- A Novel Pipeline for Data Management and Analysis that Integrates Data Lakehouse Architecture into the Aeronautics Industry -- Multi-Agent Path Planning for Logistics Cargo Environment Using LSTM Based Reinforcement Learning -- Unleashing the Potential of Agility, Resilience and Business Continuity: A Systematic Literature Review -- Accelerating Industry 4.0 and 5.0: The Potential of Generative Artificial Intelligence -- Last-Mile Delivery Optimization Using Mixed Electric Vehicles, UAVs and Full Truck Delivery Based on Artificial Intelligence Algorithms -- Evaluation of Intermodal Transport Routes: Environment and Biodiversity Perspectives -- Optimizing Internal Logistics using Automated Guided Vehicles: An Evaluation of Heuristic Approaches -- Layout Optimization Strategy Based on Three-Stage Cutting Pattern -- On Capability Needs for AI Utilization in Innovation Networks: Critical Literature Review -- Towards the Automation of the Product Definition Process for Design-to-Order Manufacturing Systems -- Stockyard Planning and Optimization Using Intelligent Search -- Enabling Decentralized Collaboration Among Transporters through an Optimizing Trading Network for Transport Orders -- Forecasting Multivariate Time Series with Trend and Seasonality: A Random Forest Approach -- Real-Time Bearing Health Monitoring Using Diffusion-Based Spectral Analysis: A Self-Adaptive Approach to Predictive Maintenance -- The Impact of Logistics Performance on the Convergence of Economic Growth in the Countries of the World -- A Framework for Ontology-Based Engineering Systems: Advances and Open Questions about Knowledge Capture and Use in Aerospace Manufacturing -- Leveraging Large Language Models for Supply Chain Management Optimization: A Case Study -- Boosting Governance-Centric Digital Product Passports Through Traceability in Footwear Industry -- An Improved Hybrid Recommendation Algorithm for Vehicle-Cargo Matching in the Logistics -- E-Waste Collection Under Recycling Hub Demand and Partial Information: The Benchmark Solution in a Pilot Case -- Improved Package Orientation Estimation Using RFID Signal Analysis with Machine Learning -- Contribution of Fuzzy-Possibility Approach to Assessing the Complexity Level of IT-Systems Design -- Optimization of Resource Allocation and Distribution in Industrial Supply Chains and Logistics Networks: A Hybrid Approach based on Genetic Algorithm and Game-Theoretic Analysis -- Integrating Digitalization and Sustainability: An Innovative Approach to Assess Digitainability in Manufacturing -- Towards a Human-Centric Industry 5.0: Exploring Team Roles to Improve Human-Machine Collaboration -- An Ontology Framework for Human-Robot Interoperability in Dynamic Construction Environments -- Training Operator in VR: A Scalable Solution for the Creation of VR Training Scenes -- A Novel Model for Multi-Robot Task Assignment in Smart Warehouses. 18th International Workshop on Enterprise Integration, Interoperability and Networking: Human-Centric Smart Manufacturing: A Framework Utilizing Digital Twins and Cyber-Physical Production Systems (CPPS) -- Integrating Knowledge and Data-Driven Artificial Intelligence for Decisional Enterprise Interoperability -- Cognition in Digital Twins for Cyber-Physical Systems and Humans: Where and Why -- Challenges in Composite Digital Twin Models and their Impact on Interoperability -- Research on the Construction Method of Production Equipment Operation Management and Control Information Model Based on Knowledge Graph. Special Session on Industrial AI at the Edge: Digital Twin Model for Resource-Constrained Power System Maintenance Activities -- Microcontroller Based Network for Industrial Edge AI -- Impact of Real-Time Linux for Industrial Edge AI. |
| Record Nr. | UNINA-9910983070503321 |
Dassisti Michele
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Innovative Intelligent Industrial Production and Logistics : 5th International Conference, IN4PL 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part II / / edited by Michele Dassisti, Kurosh Madani, Hervé Panetto
| Innovative Intelligent Industrial Production and Logistics : 5th International Conference, IN4PL 2024, Porto, Portugal, November 21–22, 2024, Proceedings, Part II / / edited by Michele Dassisti, Kurosh Madani, Hervé Panetto |
| Autore | Dassisti Michele |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (700 pages) |
| Disciplina |
621.39
004.6 |
| Altri autori (Persone) |
MadaniKurosh
PanettoHerve |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Computer engineering
Computer networks Computer systems Application software Computers Computer Engineering and Networks Computer Communication Networks Computer System Implementation Computer and Information Systems Applications Computing Milieux |
| ISBN |
9783031807756
3031807758 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Main Event: Multi-Agent Deep Q-Network with Layer-Based Communication Channel for Autonomous Internal Logistics Vehicle Scheduling in Smart Manufacturing -- Digital Twin Data Broker with Assisted Mapping into a Knowledge Base -- An Out-of-Sample Clustering Ensemble Method for Defect Detection and Classification in Metal Additive Manufacturing -- Advanced Process Monitoring and OEE Metrics: Leveraging AASs for Efficiency -- Obsolescence Forecasting of Intel Processors: A Transformers Approach -- Machine Learning Tool for Yield Maximization in Cream Cheese Production -- Comparative Evaluation of Irregular Shape Strip-Packing Algorithms -- An Inventory Management Support Tool Through Indirect Q-value Estimation: A Combined Optimization and Forecasting Approach -- Multiscale Clustering to Improve Anomaly Detection in Nuclear Equipments -- Clustering Analysis for Forecasting Medicine Consumption -- A Decision Support System of the Configuration of a Supermarket in a Components Company for the Automotive Industry -- A Distributed Framework for Cooperative Scheduling of Production, Transportation, and Maintenance Using Multi-Agent Systems -- The Role of Actor’s Creative Self-Efficacy in AI Enabled Value Creation -- Building Realistic Environment from Computer Vision Approach Applied to Manufacturing Simulation in the Digital Twin Context -- Towards a Process-Based Industry 5.0 Maturity Model: A Feasibility Study in Supply Chain -- A Multi-Objective Genetic Algorithm Approach for Multi-Component Products Recovery and Remanufacturing Planning -- Reinforcement Learning for Optimizing Routing in Production Supply of Matrix Production Systems -- An Innovative Fault Detection Robotic Tool for Overhead Cranes in Industries: Magnetic Wheel Modelling and Experimental Validation -- Current Trends and Future Challenges to Put Circular Manufacturing in Practice -- Enhancing Human – Robot Collaboration in the Industry 5.0 -- Framework with Physics-Informed Neural Networks: Application to Collision Detection -- AI-Driven Smart Air Conditioning System for a Sustainable and Energy-Efficient Industrial Future -- A Framework for Resilient Integration of Industry 4.0 Components into Production Systems -- A Reinforcement Learning Algorithm for Dynamic Job Shop Scheduling -- A Blockchain-Powered Framework for Traceable and Secure Pharmaceutical Delivery with Crowdsourced Logistics -- A Comprehensive Framework Integrating ML, Automation Pyramid, and KPIs for Industry 5.0 -- A Novel Pipeline for Data Management and Analysis that Integrates Data Lakehouse Architecture into the Aeronautics Industry -- Multi-Agent Path Planning for Logistics Cargo Environment Using LSTM Based Reinforcement Learning -- Unleashing the Potential of Agility, Resilience and Business Continuity: A Systematic Literature Review -- Accelerating Industry 4.0 and 5.0: The Potential of Generative Artificial Intelligence -- Last-Mile Delivery Optimization Using Mixed Electric Vehicles, UAVs and Full Truck Delivery Based on Artificial Intelligence Algorithms -- Evaluation of Intermodal Transport Routes: Environment and Biodiversity Perspectives -- Optimizing Internal Logistics using Automated Guided Vehicles: An Evaluation of Heuristic Approaches -- Layout Optimization Strategy Based on Three-Stage Cutting Pattern -- On Capability Needs for AI Utilization in Innovation Networks: Critical Literature Review -- Towards the Automation of the Product Definition Process for Design-to-Order Manufacturing Systems -- Stockyard Planning and Optimization Using Intelligent Search -- Enabling Decentralized Collaboration Among Transporters through an Optimizing Trading Network for Transport Orders -- Forecasting Multivariate Time Series with Trend and Seasonality: A Random Forest Approach -- Real-Time Bearing Health Monitoring Using Diffusion-Based Spectral Analysis: A Self-Adaptive Approach to Predictive Maintenance -- The Impact of Logistics Performance on the Convergence of Economic Growth in the Countries of the World -- A Framework for Ontology-Based Engineering Systems: Advances and Open Questions about Knowledge Capture and Use in Aerospace Manufacturing -- Leveraging Large Language Models for Supply Chain Management Optimization: A Case Study -- Boosting Governance-Centric Digital Product Passports Through Traceability in Footwear Industry -- An Improved Hybrid Recommendation Algorithm for Vehicle-Cargo Matching in the Logistics -- E-Waste Collection Under Recycling Hub Demand and Partial Information: The Benchmark Solution in a Pilot Case -- Improved Package Orientation Estimation Using RFID Signal Analysis with Machine Learning -- Contribution of Fuzzy-Possibility Approach to Assessing the Complexity Level of IT-Systems Design -- Optimization of Resource Allocation and Distribution in Industrial Supply Chains and Logistics Networks: A Hybrid Approach based on Genetic Algorithm and Game-Theoretic Analysis -- Integrating Digitalization and Sustainability: An Innovative Approach to Assess Digitainability in Manufacturing -- Towards a Human-Centric Industry 5.0: Exploring Team Roles to Improve Human-Machine Collaboration -- An Ontology Framework for Human-Robot Interoperability in Dynamic Construction Environments -- Training Operator in VR: A Scalable Solution for the Creation of VR Training Scenes -- A Novel Model for Multi-Robot Task Assignment in Smart Warehouses. 18th International Workshop on Enterprise Integration, Interoperability and Networking: Human-Centric Smart Manufacturing: A Framework Utilizing Digital Twins and Cyber-Physical Production Systems (CPPS) -- Integrating Knowledge and Data-Driven Artificial Intelligence for Decisional Enterprise Interoperability -- Cognition in Digital Twins for Cyber-Physical Systems and Humans: Where and Why -- Challenges in Composite Digital Twin Models and their Impact on Interoperability -- Research on the Construction Method of Production Equipment Operation Management and Control Information Model Based on Knowledge Graph. Special Session on Industrial AI at the Edge: Digital Twin Model for Resource-Constrained Power System Maintenance Activities -- Microcontroller Based Network for Industrial Edge AI -- Impact of Real-Time Linux for Industrial Edge AI. |
| Record Nr. | UNINA-9910983495403321 |
|
Dassisti Michele
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||