Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future

Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future（Studies in Computational Intelligence）

面向未来工业的面向服务、全息与多代理制造系统：拉美国际会议 2021 / 会议录
机械制造工艺与设备

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作者

Damien Trentesaux Theodor Borangiu Paulo Leitão

出版社

Springer Berlin Heidelberg

出版时间

2022年07月29日

装帧

平装

ＩＳＢＮ

9783030809089

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页码

358

语种

英文

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图书简介

This book approaches its subject matter by promoting concepts, methods and solutions for the digital transformation of manufacturing through service orientation in holonic and agent-based control with distributed intelligence. The scientific theme of the book concerns “Manufacturing as a Service”, developed by virtualizing and encapsulating manufacturing resources, activities and controls into cloud networked services in an open perspective that spans models from shop floor resource allocation to enterprise infrastructure sharing. The papers included in the application space have a profound human dedication and aim at solving societal needs serving the partnership of the future—people and industry in the era of Society 5.0. The book’s readership includes researchers and engineers working in manufacturing, supply chains and logistics areas who innovate, develop and use digital control solutions and students enrolled in Engineering and Service Science programs.

Part 1: Smart Production Control for Industry 4.0.- Development of a Predictive Process Monitoring Methodology in a Self-organized Manufacturing System.- A GEMMA-based Decentralized Architecture for Smart Production Systems.- A Hybrid Control Architecture for an Automated Storage and Retrieval System.- Digital Twin in Water Supply Systems to Industry 4.0: The Holonic Production Unit.- Part 2: Digital Twins and Artificial Intelligence Applied in Industry and Ser-vices.- Artificial Data Generation with Language Models for Imbalanced Classification in Maintenance.- Machine Vision for Collaborative Robotics Using Synthetic Data-Driven Learning.- A Survey on Components of AR Interfaces to Aid Packing Operation.- Airline Workforce Scheduling Based on Multi-Agent Systems.- Part 3: Digitalization of Design and Planning Activities.- A Novel Analysis Framework of 4.0 Production Planning Approaches - Part I.- A Novel Analysis Framework of 4.0 Production Planning Approaches - Part II.- A Survey about BIM Interoperabilit and Collaboration Between Design and Construction.- Implementation of a Holonic Product-based Platform for Increased Flexibility in Production Planning.- Part 4: People and Industry in the Era of Society 5.0.- Location-Routing for a UAV-Based Recognition System in Humanitarian Logistics: Case Study of Rapid Mapping.- A Local Search Algorithm for the Assignment and Work Balance of a Health Unit.- Ensuring Ethics of Cyber-Physical and Human Systems: a Guideline.- Farm Bot Simulator: Towards a Virtual Environment for Scaled Precision Agriculture.- Part 5: Logistics and Supply Chains.- Connectivity through Digital Supply Chain Management: A Comprehensive Literature Review.- Cyber-Physical Systems in Logistics/Supply Chain.- Managing Disruptions in Supply Chains.- Weighted Sum Method for Multi-Objective Optimization LP Model for Supply Chain Management of Perishable Products in a Diary Company.- Part 6: Optimization in Manufacturing and Services.- A Mixed-Integer Linear Model for Solving the Open Shop Scheduling Problem.- On the Complexity of the Collaborative Joint Replenishment Problem.- Hybrid Model for Decision-Making Methods in Wireless Sensor Networks.- Optimizing Maintenance Policies of Computed Tomography Scanners with Stochastic Failures.- A Multi-Agent Optimization Approach to Determine Farmers’ Market Locations in Bogotá City, Colombia.

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