APAC CIOOutlook

Advertise

with us

  • Technologies
      • Artificial Intelligence
      • Big Data
      • Blockchain
      • Cloud
      • Digital Transformation
      • Internet of Things
      • Low Code No Code
      • MarTech
      • Mobile Application
      • Security
      • Software Testing
      • Wireless
  • Industries
      • E-Commerce
      • Education
      • Logistics
      • Retail
      • Supply Chain
      • Travel and Hospitality
  • Platforms
      • Microsoft
      • Salesforce
      • SAP
  • Solutions
      • Business Intelligence
      • Cognitive
      • Contact Center
      • CRM
      • Cyber Security
      • Data Center
      • Gamification
      • Procurement
      • Smart City
      • Workflow
  • Home
  • CXO Insights
  • CIO Views
  • Vendors
  • News
  • Conferences
  • Whitepapers
  • Newsletter
  • Awards
Apac
  • Artificial Intelligence

    Big Data

    Blockchain

    Cloud

    Digital Transformation

    Internet of Things

    Low Code No Code

    MarTech

    Mobile Application

    Security

    Software Testing

    Wireless

  • E-Commerce

    Education

    Logistics

    Retail

    Supply Chain

    Travel and Hospitality

  • Microsoft

    Salesforce

    SAP

  • Business Intelligence

    Cognitive

    Contact Center

    CRM

    Cyber Security

    Data Center

    Gamification

    Procurement

    Smart City

    Workflow

Menu
    • Cyber Security
    • Hotel Management
    • Workflow
    • E-Commerce
    • Business Intelligence
    • MORE
    #

    Apac CIOOutlook Weekly Brief

    ×

    Be first to read the latest tech news, Industry Leader's Insights, and CIO interviews of medium and large enterprises exclusively from Apac CIOOutlook

    Subscribe

    loading

    THANK YOU FOR SUBSCRIBING

    Digital Twin And Its Types

     

    Digital Twin And Its Types

    By

    Apac CIOOutlook | Wednesday, April 20, 2022

    Stay ahead of the industry with exclusive feature stories on the top companies, expert insights and the latest news delivered straight to your inbox. Subscribe today.

    Digital twins were initially deployed in the cloud and typically created using IoT platforms. The platforms offered an IT architecture that included data management, analytics, and several services.

    Fremont, CA: A digital twin is a dynamic virtual model that defines things created by synchronizing real-world data from numerous sources. As the target asset moves up from tiny (equipment) to large, the nature of the digital twin changes (a plant or city).

    Digital twins were initially deployed in the cloud and typically created using IoT platforms. The platforms offered an IT architecture that included data management, analytics, and several services. As the usage of performance twins grew, constraints got discovered, and edge computing deployment options increased. In addition, 5G networks feature additional data communications capabilities for digital twins having widely scattered assets.

    Different types of Digital Twin 

    Performance Digital Twin

    Higher asset dependability and operational performance are aided by the performance digital twin in operations and maintenance. Analytics paired with both equipment and process data opens up new avenues for improving the dependability of industrial assets, allowing owner-operators to proceed toward near-zero unscheduled downtime.

    Digital Twin Model

    Algorithms mostly in twin model the asset and determine predicted values under normal conditions. When real-time data deviates from the expected value, the degradation gets identified. The degree of variation is helpful to forecast equipment breakdowns and the requirement for operator training.

    Predictive Maintenance

    Real-time data from operational equipment is collected. Process data is often obtained through the plant historian, while equipment data gets obtained via the Internet of Things (IoT). The model employs the first principles of arithmetic, machine learning, and artificial intelligence for analytics. PdM uses analytics to foresee failures and issue alarms by combining equipment and process data.

    Maintenance happens when it is genuinely needed, i.e., immediately before process deterioration or equipment failure, with the efficiency digital twin deploying PdM. Improved uptime, asset longevity, maintenance costs, safety, schedule adherence, and income are advantages of proactive maintenance.

     

    More in News

    AI's Role in Apac's Digital Transformation Journey

    AI's Role in Apac's Digital Transformation Journey

    Role of Blockchain in Fostering a Trust-Based Economy

    Role of Blockchain in Fostering a Trust-Based Economy

    Revolutionizing Healthcare Through 5G Technology

    Revolutionizing Healthcare Through 5G Technology

    The Journey Towards Smart City Development

    The Journey Towards Smart City Development

    I agree We use cookies on this website to enhance your user experience. By clicking any link on this page you are giving your consent for us to set cookies. More info

    Copyright © 2025 APAC CIOOutlook. All rights reserved. Registration on or use of this site constitutes acceptance of our Terms of Use and Privacy and Anti Spam Policy 

    Home |  CXO Insights |   Whitepapers |   Subscribe |   Conferences |   Sitemaps |   About us |   Advertise with us |   Editorial Policy |   Feedback Policy |  

    follow on linkedinfollow on twitter follow on rss
    This content is copyright protected

    However, if you would like to share the information in this article, you may use the link below:

    https://www.apacciooutlook.com/news/digital-twin-and-its-types-nwid-8895.html