Upper Control Limit Calculator
Welcome to the Omni upper control limit calculator aka UCL calculator! A simple tool for when you want to calculate the upper control limit of your process dataset. The upper and lower control limits are critical indicators to help you determine whether variation in your process is stable and caused by an expected source.
If you read further, you can learn what control limits and control charts are, how to calculate the upper control limit and implement it in real life. To better understand the concept, we have prepared an example for you as well. Come along! 👩🏻🏫
What are control limits?
Control limits are used to detect whether the variation in a process we are observing is located within the expected limits.
More specifically, control limits help us see whether the observed variation in the process of interest is due to random or special causes. Any variation detected inside the control limits probably occurred by chance. On the other hand, variation outside of the control limits likely occurred due to special causes. The upper control limit (UCL) and the lower control limit (LCL) serve as boundaries for expected deviation in data.
Sounds complicated? Here is an example:
- Let’s say your bakery takes 40 minutes on average to bake bread 🍞. Due to random causes, sometimes the baking process takes 46 minutes, but sometimes 34 minutes is enough. Because this variation in time is due to common causes, it is within statistical control. However, if your oven breaks down and bread baking takes one hour, the variation in time is caused by a particular cause (e.g., oven malfunctioning).
How to calculate upper control limit (UCL)? Upper control limit formula
If you're wondering how to calculate the control limits of your process dataset, here are the UCL and LCL formulas below:
- The upper control limit formula:
UCL = x - (-L * σ)
- The lower control limit formula:
LCL = x - (L * σ)
x– Control mean;
σ– Control standard deviation; and
L– Control limit you want to evaluate (dispersion of sigma lines from the control mean)
Note: although the control limit you wish to evaluate could be any number, we set our calculator's default control limit as three-sigmas since it is most commonly utilized. If you wish to evaluate different control limits, you can use our calculator's
Advanced mode 🧠 feature!
What is the use of control limits?
Now that you know how to calculate the upper control limit, let's talk about the use of control limits. Control limits are usually utilized by Six Sigma practitioners as a statistical quality control for detecting whether variations in the production process of interest are out of control (not stable). To do such statistical process monitoring, we look at control charts. If the control chart indicates that the process is out of control and variation is above the upper and lower control limits, analyzing the chart can help determine the particular cause of this variation.
Remember the bakery example? 👨🏻🍳
Suppose you used our control limit calculator and determined that the upper control limit for breaking bread is 46 minutes 🕐. If the oven is not working correctly and takes one hour to bake bread instead of 40 minutes (average time of baking), the control chart of the process will display unexpected variations. In this case, data at some point in time will appear well above the upper control limit; therefore, as a bakery owner, you can assume that process performance is degraded because of the particular cause, e.g., malfunctioning oven, rather than random causes.