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Intelligent Machining
  • Level Foundation
  • المدة 11 ساعات hours
  • الطبع بواسطة University at Buffalo
  • Offered by

عن

Manufacturers are increasingly utilizing machine tools that are self-aware – they perceive their own states and the state of the surrounding environment – and are able to make decisions related to machine activity processes. This is called intelligent machining, and through this course students will receive a primer on its background, tools and related terminology. Learn how the integration of smart sensors and controls are helping to improve productivity. You’ll be exposed to various sensors and sensing techniques, process control strategies, and open architecture systems that can be leveraged to enable intelligent machining. This course will prepare you to contribute to the implementation of intelligent machining projects. Main concepts of this course will be delivered through lectures, readings, discussions and various videos. This is the fifth course in the Digital Manufacturing & Design Technology specialization that explores the many facets of manufacturing’s “Fourth Revolution,” aka Industry 4.0, and features a culminating project involving creation of a roadmap to achieve a self-established DMD-related professional goal. To learn more about the Digital Manufacturing and Design Technology specialization, please watch the overview video by copying and pasting the following link into your web browser: https://youtu.be/wETK1O9c-CA

الوحدات

1. Value Proposition: Why Intelligent Machining

    • 2 Videos
    • 2 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

2 Videos

  • Introduction to Intelligent Machining
  • Machining Basics

2 Readings

  • Resources: Why Intelligent Machining
  • Acknowledgements

2. What Constitutes an Intelligent Machine?

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • The Evolution of Intelligent Machining

1 Readings

  • Resources: What Constitutes an Intelligent Machine?

3. Components of Intelligent Machining

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Components of Intelligent Machining

1 Readings

  • Resources: Components of Intelligent Machining

Week 1 Evaluation

    • 1 Assignment
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1 Assignment

  • Introduction to Intelligent Machining

1. Types of Sensors

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Sensors

1 Readings

  • Resources: Types of Sensors

2. Signal Processing

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Signal Processing

1 Readings

  • Resources: Signal Processing

3. Machine Learning: Setting the context

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Transforming Data into Information

1 Readings

  • Resources: Machine Learning: Setting the Context

4. Machine Learning/Artificial Intelligence (AI) in Sensing

    • 1 Videos
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Practical Uses of Machine Learning

Week 2 Evaluation

    • 1 Discussion
    • 1 Assignment
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1 Assignment

  • Sensors and Sensing Techniques

1 Discussions

  • Let's talk robotics!

1. Introduction to Process Control

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Programmable Logic Controllers (PLC)

1 Readings

  • Resources: Introduction to Machining Process Control

2. Process Control Systems & Robotics

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Closed Loop Process Control Systems

1 Readings

  • Resources: Adaptive Control with Optimization

3. Machining Force Control

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Introduction to Adaptive Control

1 Readings

  • Resources: Machining Force Control

4. Manufacturing Process Control: Commonly Used Software

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Commercially Available Software

1 Readings

  • Resources: Manufacturing Process Control: Commonly Used Software

Week 3 Evaluation

    • 1 Assignment
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1 Assignment

  • Process Control Strategies

1. Future Directions

    • 1 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Self-check

1 Videos

  • Intelligent Machining and the Future

1 Readings

  • Resources: Future Directions in Advanced Machining

2. DMD Tech Talk

    • 1 Videos
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1 Videos

  • Tech Talk on Metrology

Week 4 Evaluation

    • 1 Assignment
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1 Assignment

  • Future Directions

Specialization Project

    • 1 Videos
    • 2 Readings
    • 1 Discussion
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1 Discussions

  • Your 4.0 Roadmap to Success in Digital Manufacturing and Design Technology

1 Videos

  • Your 4.0 Roadmap to Success

2 Readings

  • Your 4.0 Roadmap to Success -- Resources
  • Your Roadmap Project: Step 5

Course Key Takeaways and Course References

    • 2 Readings
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2 Readings

  • Intelligent Machining- Key Takeaways
  • Intelligent Machining- Course References

Auto Summary

"Intelligent Machining" is a foundational Coursera course in the Science & Engineering domain, focusing on the integration of smart sensors and controls to enhance productivity in machine tools. Taught through lectures, readings, discussions, and videos, it prepares students for implementing intelligent machining projects. Part of the Digital Manufacturing & Design Technology specialization, it spans 660 minutes and offers Starter and Professional subscription options. Ideal for those interested in Industry 4.0 and manufacturing's Fourth Revolution.

Rahul Rai
Instructor

Rahul Rai