Using JMP to Optimize Results in ManufacturingOverview
Many JMP’s customers work in manufacturing and there are similarities in how JMP is used to support different types of products. Below is a description of the most common types of analysis performed in manufacturing. For this, the word “process” is meant in a very general way, the steps, equipment, and control settings used to manufacture your product.
Presentation Agenda – Topics Covered
- Introduction to JMP
- Importing Data into JMP
- Visual Exploratory Analysis (VDA) – Graphically Exploring Your Data
- Exploratory Data Analysis (EDA) – Summarizing Your Data
- Saving and Sharing Results
- Is my process capable and stable?
- Capability Analysis
- Control Charts (SPC)
- What are the sources for process variation?
- Variability-Gauge Charts (analyzing data by nested groups of categorical variables)
- Introduction to Multivariate Models – Finding variables that influence my results
- How can I improve my process?
- Process Optimization Using Trade-Space Analysis (adjusting process controls to achieve a better result)
- Help! My process took an excursion, what caused it?
- Data mining for root-cause analysis
My Background
Before joining JMP as a Systems Engineer, I spent 35 years as a manufacturing engineer in the electronics industry. After discovering JMP, it became indispensable to my work and used it daily for over 15 years. I put this presentation together to highlight my favorite JMP Platforms and techniques. This presentation should have something for everyone from a beginner to intermediate JMP user. The video was recorded with Spanish captions to help my Spanish speaking customers. The video runs about 40mins, hope you enjoy it!
