Digital Twin Technology
Master Digital Twin concepts with hands-on projects, real-world applications, and leading simulation tools.
This program equips students with foundational and practical knowledge of Digital Twin Technology. Learn to model, simulate, and integrate real-world assets with virtual environments for Industry 4.0 applications.
₹4,000 + 18% GST
Week 1: Introduction to Digital Twin
- What is a Digital Twin?
- Digital Twin vs Simulation vs Model
- Applications across industries (manufacturing, aerospace, automotive, healthcare)
- Digital Thread and Industry 4.0 integration
- Types of Digital Twins (Component, System, Process, Enterprise)
👉 Hands-on: Case study walkthrough on a simple digital twin (motor or conveyor system)
- Digital Twin vs Simulation vs Model
- Applications across industries (manufacturing, aerospace, automotive, healthcare)
- Digital Thread and Industry 4.0 integration
- Types of Digital Twins (Component, System, Process, Enterprise)
👉 Hands-on: Case study walkthrough on a simple digital twin (motor or conveyor system)
Week 2: System Modeling and Data Acquisition
- Basics of system dynamics and modeling
- Input/output parameters and KPIs
- Sensors and data collection (real-time and historical)
- IoT and Edge device integration
- Digital Twin architecture
👉 Hands-on: Use of mock sensor data to model physical behavior (e.g., temperature change in a furnace)
- Input/output parameters and KPIs
- Sensors and data collection (real-time and historical)
- IoT and Edge device integration
- Digital Twin architecture
👉 Hands-on: Use of mock sensor data to model physical behavior (e.g., temperature change in a furnace)
Week 3: Simulation Tools and Platforms
- Overview of popular simulation tools: Siemens Tecnomatix, AnyLogic, MATLAB Simulink
- Dassault Systemes (3DEXPERIENCE)
- Unity/Unreal Engine (for visualization)
- Discrete Event Simulation, System Dynamics, Agent-based Modeling
👉 Hands-on: Create a 3D model and simulate basic operations (e.g., warehouse process)
- Dassault Systemes (3DEXPERIENCE)
- Unity/Unreal Engine (for visualization)
- Discrete Event Simulation, System Dynamics, Agent-based Modeling
👉 Hands-on: Create a 3D model and simulate basic operations (e.g., warehouse process)
Week 4: Digital Twin Development
- Integration of simulation with real-world data
- Building a closed-loop digital twin
- Live dashboards and virtual visualization
- Communication via OPC-UA, MQTT, REST API
👉 Hands-on: Develop a simplified real-time digital twin of a production line
- Building a closed-loop digital twin
- Live dashboards and virtual visualization
- Communication via OPC-UA, MQTT, REST API
👉 Hands-on: Develop a simplified real-time digital twin of a production line
Week 5: Capstone Project and Presentation
- Application domain selection: Smart factory, HVAC, Energy plant, or Logistics
- Full lifecycle project: Data modeling, Simulation, Feedback loop, Visualization
👉 Hands-on: Capstone Project – Digital Twin of an assembly station or warehouse
- Full lifecycle project: Data modeling, Simulation, Feedback loop, Visualization
👉 Hands-on: Capstone Project – Digital Twin of an assembly station or warehouse
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Tools and Platforms
Siemens Tecnomatix | MATLAB Simulink | AnyLogic | Unity 3D | Python | ThingSpeak | Node-RED | Azure Digital Twins
Assessment
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