Statistical Methods of Process Improvement.

500 pages of Information | Training | Learning.


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  • Price $149.
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Contents:

 

Statistical Process Control.
• The objectives and benefits of SPC
• Introduction to statistics underlying SPC
• Special and common cause of variation
• Variation in processes
• Calculation of basic statistics including standard deviation
• The normal and standard distribution and use of normal tables
• 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, analyzing and interpreting an 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 Attribute control charts versus Variable control charts
Interpreting the charts using the rules for determining statistical control

 

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

 

Sample Views & Ordering:


Process Capability Analysis




Process Control




SPC Charts




Histograms




Process Understanding



 

 

 
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