Cpk Formula For Attributes:
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Cpk (Process Capability Index) for attributes is a statistical measure that quantifies how well a process can produce output within specified limits. It compares the spread of the process variation to the width of the specification limits.
The calculator uses the Cpk formula:
Where:
Explanation: The formula calculates how many standard deviations the process mean is from the nearest specification limit, providing a measure of process capability.
Details: Cpk is crucial for quality control and process improvement. It helps determine if a process is capable of meeting specifications and identifies opportunities for improvement.
Tips: Enter the upper and lower specification limits, process mean, and standard deviation. All values must be valid (standard deviation > 0).
Q1: What is a good Cpk value?
A: Generally, a Cpk value of 1.33 or higher is considered acceptable, with values of 1.67 or higher indicating excellent process capability.
Q2: How is Cpk different from Cp?
A: Cp measures potential capability assuming the process is centered, while Cpk measures actual capability considering both centering and spread.
Q3: When should Cpk be used?
A: Cpk should be used when evaluating process capability for normally distributed data with two-sided specification limits.
Q4: What are the limitations of Cpk?
A: Cpk assumes normal distribution and may not be appropriate for non-normal data or processes with one-sided specifications.
Q5: How can I improve my Cpk value?
A: Improving Cpk typically involves reducing process variation, centering the process mean, or both through process optimization.