Statistical Process Control & Improvement Methods.

500 page – Information and training presentation.

Statistical Process Control Full Details
Understand Statistical Process Improvement.
  • Statistical Process Control (SPC). Statistical Techniques explained.
  • View where and when suits via your desktop, laptop, tablet, mobile.
  • Use for your personal knowledge & development.
  • Use as a support if providing your own training.
  • Price $19.
 
Contents
 

Introduction to Statistical Process Control
The objectives and benefits of SPC
• Introduction to statistics underlying SPC
• Special and common cause of variation
• Variation in manufacturing processes and its causes
• Calculation of basic statistics including standard deviation
• The normal and standard normal distribution and use of the normal tables to calculate tail values
• Sampling distribution of the mean

Process Capability Analysis
Process capability analysis
• Process capability studies – characteristics, specifications, tolerances, sampling plans
• Process performance metrics
• Process capability indices Cp, Cpk, Cpm, capability ratio
Performance indices Pp and Ppk

Types of Control Charts, understand how to apply, where to apply, interpretation:
• Variable control charts
• Attribute charts
• Pareto Charts
• X-Bar / Range Charts
• X-Bar / Sigma Charts
• Individual-X Charts (X-Charts)
• Histograms / Process Capability Analysis
• Scatter Diagrams
• Exponentially Weighted Moving Average (EWMA) Chart
• CuSum Chart
• Moving Average / Range Chart
• Moving Average / Sigma Chart
• Multivariate Chart
• p, np, c, and u charts

The advantages/disadvantages of attributes control charts versus variables control charts
Interpreting the charts using the rules for determining statistical contro

Performing PRE-control calculations and analysis
 

Applying short-run SPC methods and techniques
 

Measurement systems analysis – Gauge R&R
Conducting, analyzing and interpreting a gauge R&R study

Applying Statistical Techniques to product and process improvement
On-going monitoring and continuous improvement
 
Sample Views
 
MedicalDeviceValidation-small
To order.