Camera lens thickness data

A camera manufacturer receives shipments of 3,600 lenses several times a week. The quality team takes samples of 259 lenses from each shipment and measures the thickness to determine whether to accept or reject the entire lot of lenses. A defective lens is one that is thicker than 0.415 inch, which is the upper specification limit (USL), or thinner than 0.395 inch, which is the lower specification limit (LSL).

From the lot of 3,600 lenses, the manufacturer and its supplier agree to set the acceptable quality level (AQL) to 100 defectives per million and the rejectable quality level (RQL) to 600 defectives per million. Using a producer's risk (alpha) of 0.05 and a consumer's risk of 0.10, Minitab determines that an appropriate sampling plan is to randomly select and inspect 259 of the 3,600 lenses. The critical value is approximately 3.4 and the maximum standard deviation is approximately 0.003.

You can use this data to demonstrate Variables Acceptance Sampling (Accept/Reject Lot) and other analyses that require normally distributed data.