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.
提供方
纽约州立大学布法罗分校
纽约州立大学纽约州立大学
纽约州立大学布法罗分校
課程信息
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初級
完成時間大約為6 小時
英語（English）
字幕：英語（English）
提供方
纽约州立大学布法罗分校
The University at Buffalo (UB) is a premier, research-intensive public university and the largest, most comprehensive institution of the State University of New York (SUNY) system. UB offers more than 100 undergraduate degrees and nearly 300 graduate and professional programs.
纽约州立大学纽约州立大学
The State University of New York, with 64 unique institutions, is the largest comprehensive system of higher education in the United States. Educating nearly 468,000 students in more than 7,500 degree and certificate programs both on campus and online, SUNY has nearly 3 million alumni around the globe.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 2 小時
Introduction to Intelligent Machining
The purpose of this module is to introduce the concepts related to intelligent machining paradigm. The key focus will be discussing two key components of intelligent machining, i.e., sensing and control.
完成時間為 2 小時
4 個視頻 （總計 17 分鐘）, 4 個閱讀材料, 4 個測驗
4 個視頻
Machining Basics4分鐘
The Evolution of Intelligent Machining6分鐘
Components of Intelligent Machining3分鐘
4 個閱讀材料
Resources: Why Intelligent Machining30分鐘
Acknowledgements10分鐘
Resources: What Constitutes an Intelligent Machine?15分鐘
Resources: Components of Intelligent Machining20分鐘
4 個練習
Self-check10分鐘
Self-check6分鐘
Self-check6分鐘
Introduction to Intelligent Machining30分鐘
完成時間為 2 小時
Sensors and Sensing Techniques
The purpose of this module is to introduce spectrum of sensors used to implement intelligent machining. The module will also discuss the basics of signal processing and analysis techniques that has brought intelligent machining paradigm closer to industrial realization. Following issues pertaining to sensors and sensing techniques will be elaborated up: (1) Which sensors are to be used in each application? (2) How to acquire and process sensor signals?
完成時間為 2 小時
4 個視頻 （總計 15 分鐘）, 3 個閱讀材料, 5 個測驗
4 個視頻
Sensors4分鐘
Signal Processing2分鐘
Transforming Data into Information4分鐘
Practical Uses of Machine Learning2分鐘
3 個閱讀材料
Resources: Types of Sensors15分鐘
Resources: Signal Processing15分鐘
Resources: Machine Learning: Setting the Context20分鐘
5 個練習
Self-check6分鐘
Self-check6分鐘
Self-check6分鐘
Self-check6分鐘
Sensors and Sensing Techniques30分鐘
完成時間為 2 小時
Process Control Strategies
The purpose of this module is to introduce the concept of Programmable Logic Controllers (PLCs) that co-ordinate the real-time control functions.
完成時間為 2 小時
4 個視頻 （總計 18 分鐘）, 4 個閱讀材料, 5 個測驗
4 個視頻
Closed Loop Process Control Systems4分鐘
Introduction to Adaptive Control5分鐘
Commercially Available Software3分鐘
4 個閱讀材料
Resources: Introduction to Machining Process Control20分鐘
Resources: Adaptive Control with Optimization10分鐘
Resources: Machining Force Control10分鐘
Resources: Manufacturing Process Control: Commonly Used Software15分鐘
5 個練習
Self-check6分鐘
Self-check6分鐘
Self-check2分鐘
Self-check10分鐘
Process Control Strategies30分鐘
完成時間為 3 小時
Future Directions in Advanced Machining
The purpose of this module is to introduce the background related to open architecture software systems to implement intelligent machining.
完成時間為 3 小時
3 個視頻 （總計 10 分鐘）, 5 個閱讀材料, 2 個測驗
5 個閱讀材料
Resources: Future Directions in Advanced Machining15分鐘
Your 4.0 Roadmap to Success -- Resources10分鐘
Your Roadmap Project: Step 530分鐘
Intelligent Machining- Key Takeaways15分鐘
Intelligent Machining- Course References10分鐘
2 個練習
Self-check20分鐘
Future Directions30分鐘
審閱
4.6
來自INTELLIGENT MACHINING的熱門評論
由 SC 提供Sep 13, 2018
Great course with good insights on industry 4.0 and the methods of implementation in our current industries. Also, erudite professors who explain the concepts lucidly are really worth mentioning.
由 OS 提供Oct 14, 2018
It was a great course for anyone who wants to know generally about Intelligent Machine but just need a little bit more to get deeper in details with intelligent machining and industrial work.
由 MP 提供Apr 29, 2017
Thank you for giving me excellent information on digital manufacturing. It is very helpful course for me. Thank you The State University of New York and Coursera.
由 CY 提供Oct 1, 2018
this course has been an amazing journey, it has given me a perspective of how automation and digital manufacturing would become the ultimate form of production.
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