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Using JMP to Optimize Results in Manufacturing

Overview

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

 

 

Last Modified: Mar 16, 2021 2:33 PM