SCADA, Historians and Industrial Edge Computing
This upper-division undergraduate course, MEC 350, provides a comprehensive exploration of Supervisory Control and Data Acquisition (SCADA) systems, industrial data historians, and the emerging field of industrial edge computing. Students will delve into vendor-neutral communication standards crucial for interoperability, such as Unified Architecture for industrial data exchange and lightweight messaging protocols for resource-constrained environments. The course covers the principles of industrial data collection, processing, and secure transmission from the shop floor to enterprise-level systems. Emphasis is placed on understanding the architecture, deployment, and practical application of industrial databases and edge gateways for real-time analytics and distributed control. Through theoretical study and hands-on laboratory exercises, students will develop the expertise required to design, implement, and maintain robust industrial data infrastructure solutions, preparing them for roles in advanced manufacturing and industrial automation.
Course outline
Lectures, virtual labs, and graded assignments — completed in your browser.
Syllabus
["Week 1: Lesson 1: Introduction to Industrial Control Systems and Data Acquisition","Week 2: Lesson 2: SCADA Architectures and Components","Week 3: Lesson 3: Introduction to Unified Architecture for Industrial Data Exchange","Week 4: Hands-on Lab: Configuring Basic Industrial Data Exchange Communications","Week 5: Lesson 5: Advanced Topics in Unified Architecture","Week 6: Lesson 6: Messaging Queues for Industrial Data Transport","Week 7: Lesson 7: Data Historians: Principles and Architectures","Week 8: Hands-on Lab: Deploying and Interacting with an Industrial Data Historian","Week 9: Lesson 9: Industrial Databases and Data Management","Week 10: Lesson 10: Introduction to Industrial Edge Computing","Week 11: Hands-on Lab: Building an Edge Gateway for Industrial Data Processing","Week 12: Lesson 12: Edge Analytics and Data Processing at the Edge","Week 13: Lesson 13: Cybersecurity Considerations for Industrial Data Infrastructure","Week 14: Capstone Service Project: Designing and Implementing an Integrated Industrial Data Solution"]