Building Industrial Digital Twins: Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins

Nath, Shyam Varan, Schalkwyk, Pieter Van

  • 出版商: Packt Publishing
  • 出版日期: 2021-11-02
  • 定價: $2,100
  • 售價: 9.0$1,890
  • 語言: 英文
  • 頁數: 286
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1839219076
  • ISBN-13: 9781839219078
  • 相關分類: Microsoft Azure
  • 立即出貨 (庫存=1)

商品描述

Build your first digital twin MVP and gain first-hand experience of using the technology, the challenges it presents, and its impact on your organization


Key Features:

  • Create a digital twin prototype using Microsoft Azure Digital Twin
  • Explore the digital twin approach to the design, operations, and maintenance of industrial assets and products
  • Understand key characteristics and components of a digital twin through practical use cases and business scenarios


Book Description:

Digital twin technology enables organizations to create digital representations of physical entities such as assets, systems, and processes throughout their life cycle. It improves asset performance, utilization, and safe operations and reduces manufacturing, operational, and maintenance costs.


The book begins by introducing you to the concept of digital twins and sets you on a path to develop a digital twin strategy to positively influence business outcomes in your organization. You'll understand how digital twins relate to physical assets, processes, and technology and learn about the prerequisite conditions for the right platform, scale, and use case of your digital twins. You'll then get hands-on with Microsoft's Azure Digital Twins platform for your digital twin development and deployment. The book equips you with the knowledge to evaluate enterprise and specialty platforms, including the cloud and industrial IoT required to set up your digital twin prototype. Once you've built your prototype, you'll be able to test and validate it relative to the intended purpose of the twin through pilot deployment, full deployment, and value tracking techniques.


By the end of this book, you'll have developed the skills to build and deploy your digital twin prototype, or minimum viable twin, to demonstrate, assess, and monitor your asset at specific stages in the asset life cycle.


What You Will Learn:

  • Identify key criteria for the applicability of digital twins in your organization
  • Explore the RACI matrix and rapid experimentation for choosing the right tech stack for your digital twin system
  • Evaluate public cloud, industrial IoT, and enterprise platforms to set up your prototype
  • Develop a digital twin prototype and validate it using a unit test, integration test, and functional test
  • Perform an RoI analysis of your digital twin to determine its economic viability for the business
  • Discover techniques to improve your digital twin for future enhancements


Who this book is for:

The digital twin book is for mid-career subject experts, including engineers and operations managers, building their first prototype (MVP) using digital twin technology. The book will help professionals responsible for mechanical, process, and reliability engineering domains. You don't have to be a developer or programmer, but beginner-level programming skills will be helpful.

商品描述(中文翻譯)

建立您的第一個數位孿生最小可行性產品(MVP),並獲得使用該技術的第一手經驗,了解它所帶來的挑戰以及對您的組織的影響。

主要特點:
- 使用Microsoft Azure Digital Twin建立數位孿生原型
- 通過實際應用案例和業務場景,探索數位孿生在工業資產和產品的設計、運營和維護中的關鍵特性和組件
- 瞭解數位孿生的先決條件,包括適合的平台、規模和使用案例

書籍描述:
數位孿生技術使組織能夠在整個生命周期中創建資產、系統和流程的數位表示。它提高了資產的性能、利用率和安全運營,並降低了製造、運營和維護成本。

本書首先介紹數位孿生的概念,並引導您制定數位孿生策略,以對組織的業務結果產生積極影響。您將瞭解數位孿生與實體資產、流程和技術的關係,並了解數位孿生的正確平台、規模和使用案例的先決條件。然後,您將親自使用Microsoft的Azure Digital Twins平台進行數位孿生的開發和部署。本書將為您提供評估企業和專業平台(包括雲端和工業物聯網)所需的知識,以建立數位孿生原型。一旦建立了原型,您將能夠通過試點部署、完整部署和價值追踪技術來測試和驗證其相對於孿生的預期目的。

通過閱讀本書,您將學習到構建和部署數位孿生原型(或最小可行孿生)的技能,以在資產生命周期的特定階段展示、評估和監控您的資產。

您將學到:
- 確定數位孿生在組織中適用性的關鍵標準
- 探索RACI矩陣和快速實驗,以選擇適合您的數位孿生系統的技術堆棧
- 評估公共雲、工業物聯網和企業平台,以建立您的原型
- 開發數位孿生原型並通過單元測試、整合測試和功能測試進行驗證
- 進行數位孿生的投資回報分析,以確定其對業務的經濟可行性
- 發現改進數位孿生以進行未來增強的技術

本書適合中級職業專家閱讀,包括工程師和運營經理,他們正在使用數位孿生技術建立他們的第一個原型(MVP)。本書將幫助負責機械、流程和可靠性工程領域的專業人士。您不需要成為開發人員或程式設計師,但具備初級程式設計技能將有所幫助。