Digital Twins Explained (Digital Twins in Industry 4.0)

سرفصل های دوره

Digital Twins for Industry 4.0

1 - Industry 40 and Introduction

1 - Overview of Industry 40

2 - Fourth Industrial Era

3 - Key Technologies Part1

4 - Key Technologies Part2

5 - Benefits of Industry 40

6 - Challenges of Industry 40

7 - Introduction to Digital Twins

8 - Applications of Digital Twins

2 - Basics of Digital Twins

9 - History and Development

10 - Key Components

11 - Types of Digital Twins

3 - Digital Twin Architecture

12 - Overview of Digital Twin Architecture

13 - Layers and Components

14 - Layers and Components Part 2

15 - Key Consideration

16 - Key Consideration Part2

17 - Data Integration

18 - Data Integration Technologies

19 - Communication Protocols Introduction

20 - Major Communication Protocols

4 - Modeling and Simulation

21 - Modeling and Simulation

22 - Types of Models in Digital Twins

23 - Types of Models in Digital Twins Part2

24 - Types of Models in Digital Twins Part3

25 - Types of Models in Digital Twins Part4

26 - RealTime Simulation Techniques

27 - RealTime Simulation Techniques Part2

28 - Predictive Simulation Techniques

29 - Realtime and Predictive Simulation

30 - Tools and Software

31 - Analysis of Tools

5 - Data Analytics and AI in Digital Twins

32 - Overview of Data Analytics

33 - Role of Data Analytics

34 - Types of Data Analytics

35 - Visualization and reporting

36 - AI and Machine Learning

37 - Role of AI and Machine Learning in Digital Twins

38 - Case Studies

39 - Realworld Examples

6 - Implementation of Digital Twins

40 - Module Introduction

41 - Planning and Strategy

42 - Steps for Implementation

43 - Steps for Implementation Part 2

44 - Challenges and Solutions

45 - Challenges and Solutions Part 2

46 - Challenges and Solutions Part 3

47 - Best Practices

7 - Digital Twin in Product Lifecycle Management PLM

48 - Digital Twin in Product Lifecycle Management PLM

49 - PLM Overview

50 - Enhancing PLM

51 - How digital twins enhance PLM processes

52 - Industry Examples

53 - Industry Examples Part2

8 - Digital Twin in Smart Manufacturing

54 - Smart Manufacturing Overview

55 - Digital Twins in Smart Manufacturing

56 - Integration with IoT

57 - Understanding Digital Twins in Smart Manufacturing

58 - Case Studies

59 - Realworld Applications

9 - Maintenance and Optimization

60 - Digital Twins in Maintenance and Optimization

61 - How digital twins are used for predictive maintenance

62 - Techniques and Tools

63 - Process and Performance Optimization

64 - Process and Performance Optimization Part2

65 - Examples of successful maintenance and optimization using digital twins

10 - New Developments

66 - Future Trends and Innovations

67 - Emerging Technologies

68 - Emerging Technologies Part2

69 - Innovations in Digital Twins

70 - Future Outlook

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تولید کننده: Udemy