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ENG35 4072 Big Data for Smart Manufacturing

This course focus on developing skills related to database and data analytics for manufacturing, which includes reading database schema and identifying relationship among the data entity and analyzing the data to extract knowledge using exploratory data analysis approach. The learners will grasp the idea of implementing the skills in a bigger system, such as SCM and ERP.

Course Learning Outcomes (CLOs) 

CLO1. Use database theory to design database schema for storing essential manufacturing data.

CLO2. Interpret database schema and explain the relationship of data entity.

CLO3. Use statistical theory and information technology tools to analyze the data in the database to extract knowledge or key information from the dataset.
CLO4. Verify the result of data analysis on the aspect of result validity, correctness of intepretation, and requirement compliance.           

ENG35 4073 Smart Manufacturing Monitoring System

This course focus on explaining the cloud computing service in the context of Industrial IoT and developing a monitoring system for smart manufacturing through an open-source software. The course also focus on communication from the service to various devices in the system for data acquisition.

Course Learning Outcomes (CLOs)   

CLO1. Explain architecture of monitoring service as part of a cloud computing system

CLO2. Integrate sensors, actuators, and controllers data into a cloud monitoring system **MOVE**

CLO3. Develop monitoring dashboard using provided tools to meet the specified requirements.

CLO4. Use data visualization techniques to develop components as part of the monitoring dashboard

CLO5. Use appropriate tools to collect and control data communication between equipment in industrial production processes.