Statistical Process Control …
Statistical Methods for Product and Process Improvement
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Detailing …
- Statistical Methods for Product and Process Improvement.
- Process Capability Analysis, Process Control Charts, Run Charts, Pareto’s, etc..
- How to interpret variations within recorded measurements.
- How to implement improvement via statistical analysis.
Access …
- Over 500 pages of information on Statistical Methods for Product & Process Improvement.
- A comprehensive explanation of the widely applied statistical improvement methods.
- A visual information & training presentation. Use as a support if providing your own training.
- On your online device (desktop, laptop, tablet, mobile). Access when and where suits you.
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
Control charts
• 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
Statistical Analysis
• The advantages/disadvantages of attributes control charts versus variables control charts.• Interpreting control charts using the rules for determining statistical control.
• 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.
Statistical Process Control, Statistical Methods for Process Improvement …
Sample pages.
SPC and Statistical Methods for Product and Process Improvement – Example
SPC and Statistical Methods for Product and Process Improvement – Example
SPC and Statistical Methods for Product and Process Improvement – Example
SPC and Statistical Methods for Product and Process Improvement – Example
SPC and Statistical Methods for Product and Process Improvement – Example
Statistical Process Control, Statistical Methods for Process Improvement …