Monitor, Understand and Optimize Your Processes: A Manufacturing Case Study

Identify emerging issues. Determine their root causes. Contain and resolve them before they become customer problems.

Using a manufacturing case study, Andrea Coombs and Jason Wiggins demonstrate how to find process trends and relationships, monitor your processes, then model for process understanding and optimization.

You’ll learn how to:

• Bring in data from many common data sources, including ERP systems, sensor data from historians, laboratory information systems and spreadsheets.
• Explore your data and create control charts to identify trends.
• Conduct capability analysis to determine the magnitude of manufacturing issues.
• Build prediction models from historical manufacturing data to optimize processes and simulate projected failure rates.
• Share insights and collaborate across your organization with a complete end-to-end analytics workflow that puts the right information into the right hands at the right time.