This paper presents a review of a quality improvement project within a meat
processing plant. The manufacturing process converts ground meat into cook
ed patties through a multi-step process. The goal of the project was to red
uce the variability in the cooked (finished) meat patty weight. An engineer
ing analysis indicated that the ground meat temperature was a key contribut
or to the variability in the final weight of the patty. Initial efforts to
implement a control chart failed due to the presence of autocorrelation in
the data. Advanced control charting techniques were successfully applied to
the data.