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
Este curso faz parte do Programa de cursos integrados Digital Manufacturing & Design Technology
Intelligent Machining
oferecido por
Universidade de Buffalo
Universidade Estadual de Nova York
Programa - O que você aprenderá com este curso
Semana
1Introduction 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.
4 vídeos (total de (Total 17 mín.) min), 4 leituras, 4 testes
4 videos
Machining Basics4min
The Evolution of Intelligent Machining6min
Components of Intelligent Machining3min
4 leituras
Resources: Why Intelligent Machining30min
Acknowledgements10min
Resources: What Constitutes an Intelligent Machine?15min
Resources: Components of Intelligent Machining20min
4 exercícios práticos
Self-check10min
Self-check6min
Self-check6min
Introduction to Intelligent Machining30min
Semana
2Sensors 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?
4 vídeos (total de (Total 15 mín.) min), 3 leituras, 5 testes
4 videos
Sensors4min
Signal Processing2min
Transforming Data into Information4min
Practical Uses of Machine Learning2min
3 leituras
Resources: Types of Sensors15min
Resources: Signal Processing15min
Resources: Machine Learning: Setting the Context20min
5 exercícios práticos
Self-check6min
Self-check6min
Self-check6min
Self-check6min
Sensors and Sensing Techniques30min
Semana
3Process 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.
4 vídeos (total de (Total 18 mín.) min), 4 leituras, 5 testes
4 videos
Closed Loop Process Control Systems4min
Introduction to Adaptive Control5min
Commercially Available Software3min
4 leituras
Resources: Introduction to Machining Process Control20min
Resources: Adaptive Control with Optimization10min
Resources: Machining Force Control10min
Resources: Manufacturing Process Control: Commonly Used Software15min
5 exercícios práticos
Self-check6min
Self-check6min
Self-check2min
Self-check10min
Process Control Strategies30min
Semana
4Future Directions in Advanced Machining
The purpose of this module is to introduce the background related to open architecture software systems to implement intelligent machining.
3 vídeos (total de (Total 10 mín.) min), 5 leituras, 2 testes
3 videos
Tech Talk on Metrology5min
Your 4.0 Roadmap to Success1min
5 leituras
Resources: Future Directions in Advanced Machining15min
Your 4.0 Roadmap to Success -- Resources10min
Your Roadmap Project: Step 530min
Intelligent Machining- Key Takeaways15min
Intelligent Machining- Course References10min
2 exercícios práticos
Self-check20min
Future Directions30min
Melhores avaliações
por SC•Sep 14th 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.
por MP•Apr 30th 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.
Instrutores
Rahul Rai
Associate ProfessorMechanical and Aerospace Engineering
Sobre Universidade de Buffalo
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.
Sobre Universidade Estadual de Nova York
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.
Sobre o Programa de cursos integrados Digital Manufacturing & Design Technology
Whether you’re a high school graduate exploring manufacturing careers, or an operations manager hungry for an understanding of the newest manufacturing technologies, this specialization will provide a foundation in how digital advances are changing the landscape and capabilities of factories. Nine courses – developed with input from the manufacturing industry – touch on Industry 4.0 and its components, including digital manufacturing and design practices, the concept of the digital thread, the Internet of Things and Big Data. 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
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
Ao se inscrever para um Certificado, você terá acesso a todos os vídeos, testes e tarefas de programação (se aplicável). Tarefas avaliadas pelos colegas apenas podem ser enviadas e avaliadas após o início da sessão. Caso escolha explorar o curso sem adquiri-lo, talvez você não consiga acessar certas tarefas.
O que recebo ao me inscrever nesta Especialização?
Quando você se inscreve no curso, tem acesso a todos os cursos na Especialização e pode obter um certificado quando concluir o trabalho. Seu Certificado eletrônico será adicionado à sua página de Participações e você poderá imprimi-lo ou adicioná-lo ao seu perfil no LinkedIn. Se quiser apenas ler e assistir o conteúdo do curso, você poderá frequentá-lo como ouvinte sem custo.
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