Statistical Process Control and Statistical Improvement.

Information & Training presentation. 


Statistical Methods of Improvement.



  • Statistical Methods of Improvement explained.
  • 500 pages of information, provided in a visual, easy to understand format.
  • Use to develop your personal understanding.
  • Use as a support if providing your own training.
  • Step through at your own pace, in your own time, from the convenience of desktop, laptop, tablet, mobile.

 

50% OFF – Extended to Sunday 20th October 2019. 

Order now for $59 ($119).
 

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

PRE-control Analysis.
 

Short-run Statistical Methods.
 

Measurement Systems Analysis – Gauge R&R.
• Conducting, analysing and interpreting a gauge R&R study

Types of Control Charts, how & 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

 

Applying Statistical Techniques to Product and Process improvement.
• On-going monitoring and continuous improvement

 

Sample pages:


Moving Range Control Chart




Scatter Diagram




Process Capability Cpk




Common and Special Cause Variation




Histogram Analysis



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