Digital Manufacturing: Key Elements of the Digital Factory

ISBN-13: 9780443138126 / Angielski

Chandrakant D. Patel; Chun-Hsien Chen

Opis

Digital Manufacturing: Key Elements of a Digital Factory explains the different devices and agents at the factory floor level that are driving the digital manufacturing revolution, including autonomous robots, process automation, artificial intelligence and cyber-physical systems. Individual chapters explore the fundamentals and benefits of major digital manufacturing tools including robotics, the industrial internet of things, digital twins, edge security, knowledge discovery, service-centric production, and related supply-chain strategies. Real-world case studies from industry are provided throughout to show how these work in practice. In addition to learning about individual technologies, readers will discover how they are integrating to drive the digital transformation of manufacturing ecosystem. Final sections present new business models working towards sustainable net zero operations and economy.

Spis treści

1. Building a 3D Digital Factory
2. Robotics in Intelligent Manufacturing
3. Robot Surface Interaction for Industrial Tooling Tasks
4. Artificial Intelligence of Things for Industrial Vision Applications
5. Edge Intelligence: From Deep Learning's Perspective
6. Digital Twin-based Decision Support System for Planning and Scheduling
7. Resource Allocation for Distributed Production Networks
8. Engineering Knowledge Management and Industrial Knowledge Graph
9. Service-oriented digital manufacturing
10. Business models and supply chain strategy for digital manufacturing
11. Security for Digital Manufacturing
12. Accelerating Digital Transformation in Manufacturing Ecosystem