Building Industrial Digital Twins: Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins
暫譯: 建立工業數位雙胞胎:設計、開發及部署針對真實世界產業的數位雙胞胎解決方案,使用 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)

相關主題

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雙胞胎最小可行產品(MVP),並獲得使用該技術的第一手經驗、面臨的挑戰及其對您組織的影響

主要特點:


  • 使用 Microsoft Azure Digital Twin 創建數位雙胞胎原型

  • 探索數位雙胞胎在工業資產和產品的設計、運營和維護中的應用

  • 通過實際案例和商業場景了解數位雙胞胎的關鍵特徵和組成部分

書籍描述:
數位雙胞胎技術使組織能夠創建物理實體(如資產、系統和流程)在其生命週期中的數位表示。它改善了資產性能、利用率和安全操作,並降低了製造、運營和維護成本。

本書首先介紹數位雙胞胎的概念,並引導您制定數位雙胞胎策略,以積極影響您組織的商業成果。您將了解數位雙胞胎如何與物理資產、流程和技術相關聯,並學習數位雙胞胎的正確平台、規模和用例所需的先決條件。接著,您將親自使用 Microsoft 的 Azure Digital Twins 平台進行數位雙胞胎的開發和部署。本書將為您提供評估企業和專業平台的知識,包括設置數位雙胞胎原型所需的雲端和工業物聯網。一旦您建立了原型,您將能夠通過試點部署、全面部署和價值追蹤技術來測試和驗證其相對於雙胞胎預期目的的有效性。

在本書結束時,您將具備建立和部署數位雙胞胎原型或最小可行雙胞胎的技能,以在資產生命週期的特定階段展示、評估和監控您的資產。

您將學到的內容:


  • 識別數位雙胞胎在您組織中適用的關鍵標準

  • 探索 RACI 矩陣和快速實驗,以選擇適合您數位雙胞胎系統的技術堆疊

  • 評估公共雲、工業物聯網和企業平台以設置您的原型

  • 開發數位雙胞胎原型並使用單元測試、整合測試和功能測試進行驗證

  • 對您的數位雙胞胎進行投資回報率(RoI)分析,以確定其對業務的經濟可行性

  • 發現改進數位雙胞胎以便未來增強的技術

本書適合誰:
本書適合中階職業專家,包括工程師和運營經理,使用數位雙胞胎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。您不必是開發人員或程式設計師,但具備初級程式設計技能將會有所幫助。