Cusum Chart Template in Excel
Cumulative Sum Charts are Used to Detect Small Shifts in a Process
The Cusum chart can detect process shifts more rapidly than the Individuals Moving Range (XmR) or XbarR charts. If a trend develops, it's evidence that the process has shifted.
A Cusum Chart consists of the following:
- A target which is either provided by you or calculated as the mean of your data.
- Upper Cusum Limit and Lower Control Limit lines.
- C+ and C- lines which represent the cumulative sum of deviations of successive sample means from a target. Use these lines to determine if your process is shifting.
Cusum Chart Template in QI Macros SPC Software for Excel:
Find the Cusum Chart template along with the other control chart templates by clicking on QI Macros menu and then Control Chart Templates.
Click on Cusum Chart to open the Cusum Chart template. The template is pre-populated with sample data to show you how the template works. Just delete the sample data or type your data over the filled in cells.
- Input your Target value in cell A3.
- Input labels in column B and chart title in cell C1.
- Input data into columns C to G. Just use column C if your subgroup size is one. As you input data in columns C to G, the chart will populate to the right.
- St Dev in cell A5 and k (slack) in cell A7 will also be calculated. k (slack) defines the amount of shift from the target you want to be able to detect. This is calculated at 1/2 of StDev but can be changed.
- Fast Initial Response (FIR) value defaults to 0. This feature can be used to set an initial "head start" value to improve detection of an out-of-control condition at the start of the chart. If the process is in control, this initial head start has little effect; if the process is out of control, a signal will be given faster with a nonzero value than with a zero value.
- h is called the threshold value
or decision interval. It determines how many StDev from the mean the Cusum Limits are set.
Using h=4 or h=5 and k=.5 will generally provide a cusum that has good ARL properties (per Montgomery SPC 4th ed.)
Cusum Template Options in QI Macros
- Cusum: standard template and formulas
- Cusum Warning Limits: adds warning limit lines to chart (like 2 sigma lines on a control chart)
- Cusum 95-99 CI: uses confidence intervals to calculate warning limits
- Cusum FIR Adjusted: uses an adjusted formula for k (slack)
- Create a Cusum Chart using a Macro
- Watch Cusum Chart video
- EWMA charts can also be used to detect small shifts in a process
Why Choose QI Macros Over Other Control Chart Software?
- Only $279 USD - less with quantity discounts
- No annual subscription fees
- Free technical support
Easy to Use
- Works right in Excel
- Create a chart in seconds
- Easy to customize & share charts
Proven and Trusted
- More than 100,000 users
- In More than 80 countries
- Five Star CNET Rating - Virus free