À propos de ce cours : 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
Les destinataires de ce cours : 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.
Créé par : University at Buffalo, Université d'État de New York
Enseigné par : Rahul Rai, Associate Professor
Mechanical and Aerospace Engineering
| Informations de base | Cours 4 de 9 dans Digital Manufacturing & Design Technology Specialization |
| Niveau | Débutant |
| Engagement | 4 weeks of study, 3 ½ hours per week |
| Langue | English |
| Comment réussir | Réussissez tous les devoirs notés pour terminer le cours. |
| Notes des utilisateurs |
Programme de cours
SEMAINE 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 vidéos, 3 lectures, 2 quiz pour s'exercer
- Reading: Acknowledgements
- Vidéo: The Data Analysis Process
- Reading: Resources: Data Analysis: Value and Process
- Cuestionario de práctica: Self-check
- Vidéo: Data Collection in Different Manufacturing Settings
- Reading: Resources: Manufacturing Settings and Data Collection
- Vidéo: DMD Dialogue 1: Discrete Part Manufacturing
- Vidéo: DMD Dialogue 2: Continuous Manufacturing
- Cuestionario de práctica: Self-check
Noté: Advanced Manufacturing Process Analysis- Week 1 Quiz
SEMAINE 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 vidéos, 4 lectures, 4 quiz pour s'exercer
- Reading: Resources: Traditional Data Sets versus Big Data
- Cuestionario de práctica: Self-check
- Vidéo: Data Collection Considerations
- Reading: Resources: Data Collection
- Cuestionario de práctica: Self-check
- Vidéo: Data Storage
- Reading: Resources: Data Storage and Organization
- Cuestionario de práctica: Self-check
- Vidéo: Data Preprocessing
- Reading: Resources: Data Pre-processing
- Cuestionario de práctica: Self-check
- Discussion Prompt: Advanced Manufacturing Process Analysis- Week 2 Reflection
Noté: Advanced Manufacturing Process Analysis- Week 2 Quiz
SEMAINE 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 vidéos, 7 lectures, 4 quiz pour s'exercer
- Reading: Resources: Determination of Significant Variables/Factors
- Cuestionario de práctica: Self-check
- Vidéo: Anomaly Detection
- Reading: Resources: Anomaly Detection
- Cuestionario de práctica: Self-check
- Vidéo: The Computational Platform
- Reading: Resources: Computing Platform, Components, Categories, and Capabilities
- Cuestionario de práctica: Self-check
- Vidéo: HPC and Cloud Computing
- Reading: Resources: High Performance and Cloud Computing
- Cuestionario de práctica: Self-check
- Vidéo: 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
Noté: Advanced Manufacturing Process Analysis- Week 3 Quiz
FAQ
Comment cela fonctionne
Trabajo del curso
Cada curso es como un libro de texto interactivo, con videos pregrabados, cuestionarios y proyectos.
Ayuda de tus compañeros
Conéctate con miles de estudiantes y debate ideas y materiales del curso, y obtén ayuda para dominar los conceptos.
Certificados
Obtén reconocimiento oficial por tu trabajo y comparte tu éxito con amigos, compañeros y empleadores.
Créateurs
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.
Université d'État de New 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.
Tarification
| Acheter le cours | |
|---|---|
| Accéder au contenu du cours | Disponible |
| Accéder au contenu noté | Disponible |
| Recevoir une Note Finale | Disponible |
| Obtenir un Certificat de Cours partageable | Disponible |
Notation et examens
very usefulll
Enjoyed the course.
Good course
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AA
Very good way of teaching.