Об этом курсе: Variability is a fact of life in manufacturing environments, impacting product quality and yield. Through this course, students will learn why performing advanced analysis of manufacturing processes is integral for diagnosing and correcting operational flaws in order to improve yields and reduce costs. Gain insights into the best ways to collect, prepare and analyze data, as well as computational platforms that can be leveraged to collect and process data over sustained periods of time. Become better prepared to participate as a member of an advanced analysis team and share valuable inputs on effective implementation. Main concepts of this course will be delivered through lectures, readings, discussions and various videos. This is the fourth 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
Для кого этот курс: This course is for anyone interested in how digital advances are changing the landscape and capabilities of manufacturing, from high school graduates exploring careers to operations managers and business owners hungry for an understanding of the newest manufacturing technologies.
Автор: University at Buffalo, Университет штата Нью-Йорк
Преподаватели: Rahul Rai, Associate Professor
Mechanical and Aerospace Engineering
| Основные сведения | Курс 4 из 9 — Digital Manufacturing & Design Technology Specialization |
| Уровень | Начинающий |
| Выполнение | 4 weeks of study, 3 ½ hours per week |
| Язык | English |
| Как пройти курс | Чтобы пройти курс, выполните все оцениваемые задания. |
| Оценки пользователей |
Программа курса
НЕДЕЛЯ 1
Introduction to Advanced Manufacturing Process Analysis
The purpose of this module is to introduce the concept of advanced analysis in improvement of manufacturing processes. Also, this module will help you to understand the difference between discrete manufacturing and continuous manufacturing.
5 видео, 3 материала для самостоятельного изучения, 2 тренировочных теста
- Reading: Acknowledgements
- Видео: The Data Analysis Process
- Reading: Resources: Data Analysis: Value and Process
- Practice Quiz: Self-check
- Видео: Data Collection in Different Manufacturing Settings
- Reading: Resources: Manufacturing Settings and Data Collection
- Видео: DMD Dialogue 1: Discrete Part Manufacturing
- Видео: DMD Dialogue 2: Continuous Manufacturing
- Practice Quiz: Self-check
Оцениваемый: Advanced Manufacturing Process Analysis- Week 1 Quiz
НЕДЕЛЯ 2
Data Collection
Storing big data is quite different from handling traditional data. This difference is explained in this module. The purpose of this module is to introduce various steps involved in data analysis. Data Collection, Data Storage, Data Organization and Data Pre-processing concepts are explained.
4 видео, 4 материала для самостоятельного изучения, 4 тренировочных теста
- Reading: Resources: Traditional Data Sets versus Big Data
- Practice Quiz: Self-check
- Видео: Data Collection Considerations
- Reading: Resources: Data Collection
- Practice Quiz: Self-check
- Видео: Data Storage
- Reading: Resources: Data Storage and Organization
- Practice Quiz: Self-check
- Видео: Data Preprocessing
- Reading: Resources: Data Pre-processing
- Practice Quiz: Self-check
- Discussion Prompt: Advanced Manufacturing Process Analysis- Week 2 Reflection
Оцениваемый: Advanced Manufacturing Process Analysis- Week 2 Quiz
НЕДЕЛЯ 3
Data Analysis: Computational Techniques and Platforms
The purpose of this module is to introduce various techniques used in advanced analysis, like Determination of Significant Variables/Factors, Data Visualization, and Anomaly Detection. Also, this module will introduce various computational platforms (HPC, Cloud computing techniques) that exist for carrying out advanced analysis.
5 видео, 7 материала для самостоятельного изучения, 4 тренировочных теста
- Reading: Resources: Determination of Significant Variables/Factors
- Practice Quiz: Self-check
- Видео: Anomaly Detection
- Reading: Resources: Anomaly Detection
- Practice Quiz: Self-check
- Видео: The Computational Platform
- Reading: Resources: Computing Platform, Components, Categories, and Capabilities
- Practice Quiz: Self-check
- Видео: HPC and Cloud Computing
- Reading: Resources: High Performance and Cloud Computing
- Practice Quiz: Self-check
- Видео: Your 4.0 Roadmap to Success
- Reading: Your 4.0 Roadmap to Success -- Resources
- Reading: Your Roadmap Project: Step 4
- Discussion Prompt: Your 4.0 Roadmap to Success in Digital Manufacturing and Design Technology
- Reading: Advanced Manufacturing Analysis -- Key Takeaways
Оцениваемый: Advanced Manufacturing Process Analysis- Week 3 Quiz
Часто задаваемые вопросы
Как это работает
Coursework
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Авторы
University at Buffalo
The University at Buffalo (UB) team includes the School of Engineering and Applied Sciences, the most comprehensive public school of engineering in New York; the Center for Industrial Effectiveness (TCIE), an engineering outreach center that supports the business community; and the Center for Educational Innovation, which elevates pedagogical advancement and improved learning. UB, a research-intensive public university, is the largest institution of the State University of New York system.
Университет штата Нью-Йорк
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.
Стоимость
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| Получить итоговую оценку | Доступен |
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Рейтинги и отзывы
Very good way of teaching.
very usefulll
Enjoyed the course.
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AB
Nice course. Some of the links don't seem to work