Average and Range Charts
Probability and Statistics · FE Reference Handbook section
Core formulas for this FE topic
Definitions, applicability, units, assumptions and worked examples for each relation.
Worked exam-style examples
The four ways this section is written on the real exam — thoughts first, then equations, then substitution.
A quality engineer sets up an average and range chart for a machining process. Given grand average (xbb) = 70.1000; control chart factor A2 (A2) = 0.6500; average range (Rbar) = 3.6000, determine the upper control limit (UCL).
Given
Find
upper control limit (UCL)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except UCL is given, so isolate UCL symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 1 — schematic for Average and range control chart limits — solve for upper control limit — Average and Range Charts
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for UCL:
Step 3 — List the givens: grand average (xbb) = 70.1000, control chart factor A2 (A2) = 0.6500, average range (Rbar) = 3.6000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning UCL = 72.4400 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 144.9 — kept a factor of two that cancels in the correct rearrangement.
- 36.2200 — dropped that same factor in the other direction.
- 79.6840 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
An analyst computes the upper control limit for an average and range chart. Given control chart factor A2 (A2) = 0.7300; average range (Rbar) = 15.5000; upper control limit (UCL) = 62.2000, determine the grand average (xbb).
Given
Find
grand average (xbb)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except xbb is given, so isolate xbb symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 2 — schematic for Average and range control chart limits — solve for grand average — Average and Range Charts (2)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for xbb:
Step 3 — List the givens: control chart factor A2 (A2) = 0.7300, average range (Rbar) = 15.5000, upper control limit (UCL) = 62.2000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning xbb = 50.8850 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 101.8 — kept a factor of two that cancels in the correct rearrangement.
- 25.4425 — dropped that same factor in the other direction.
- 55.9735 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
The average and range chart signals a process shift beyond the control limit. Given grand average (xbb) = 85.7000; control chart factor A2 (A2) = 0.6600; upper control limit (UCL) = 92.0000, determine the average range (Rbar).
Given
Find
average range (Rbar)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except Rbar is given, so isolate Rbar symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 3 — schematic for Average and range control chart limits — solve for average range — Average and Range Charts (3)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for Rbar:
Step 3 — List the givens: grand average (xbb) = 85.7000, control chart factor A2 (A2) = 0.6600, upper control limit (UCL) = 92.0000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning Rbar = 9.5455 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 19.0909 — kept a factor of two that cancels in the correct rearrangement.
- 4.7727 — dropped that same factor in the other direction.
- 10.5000 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
A quality engineer sets up an average and range chart for a machining process. Given grand average (xbb) = 56.5000; control chart factor A2 (A2) = 0.7000; average range (Rbar) = 5.9000, determine the upper control limit (UCL).
Given
Find
upper control limit (UCL)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except UCL is given, so isolate UCL symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 4 — schematic for Average and range control chart limits — solve for upper control limit (case 2) — Average and Range Charts (4)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for UCL:
Step 3 — List the givens: grand average (xbb) = 56.5000, control chart factor A2 (A2) = 0.7000, average range (Rbar) = 5.9000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning UCL = 60.6300 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 121.3 — kept a factor of two that cancels in the correct rearrangement.
- 30.3150 — dropped that same factor in the other direction.
- 66.6930 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
An analyst computes the upper control limit for an average and range chart. Given control chart factor A2 (A2) = 0.4100; average range (Rbar) = 8.6000; upper control limit (UCL) = 72.5000, determine the grand average (xbb).
Given
Find
grand average (xbb)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except xbb is given, so isolate xbb symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 5 — schematic for Average and range control chart limits — solve for grand average (case 2) — Average and Range Charts (5)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for xbb:
Step 3 — List the givens: control chart factor A2 (A2) = 0.4100, average range (Rbar) = 8.6000, upper control limit (UCL) = 72.5000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning xbb = 68.9740 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 137.9 — kept a factor of two that cancels in the correct rearrangement.
- 34.4870 — dropped that same factor in the other direction.
- 75.8714 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
The average and range chart signals a process shift beyond the control limit. Given grand average (xbb) = 53.9000; control chart factor A2 (A2) = 0.3200; upper control limit (UCL) = 82.7300, determine the average range (Rbar).
Given
Find
average range (Rbar)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except Rbar is given, so isolate Rbar symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 6 — schematic for Average and range control chart limits — solve for average range (case 2) — Average and Range Charts (6)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for Rbar:
Step 3 — List the givens: grand average (xbb) = 53.9000, control chart factor A2 (A2) = 0.3200, upper control limit (UCL) = 82.7300.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning Rbar = 90.0938 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 180.2 — kept a factor of two that cancels in the correct rearrangement.
- 45.0469 — dropped that same factor in the other direction.
- 99.1031 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
A quality engineer sets up an average and range chart for a machining process. Given grand average (xbb) = 78.5000; control chart factor A2 (A2) = 0.3400; average range (Rbar) = 4.0000, determine the upper control limit (UCL).
Given
Find
upper control limit (UCL)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except UCL is given, so isolate UCL symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 7 — schematic for Average and range control chart limits — solve for upper control limit (case 3) — Average and Range Charts (7)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for UCL:
Step 3 — List the givens: grand average (xbb) = 78.5000, control chart factor A2 (A2) = 0.3400, average range (Rbar) = 4.0000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning UCL = 79.8600 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 159.7 — kept a factor of two that cancels in the correct rearrangement.
- 39.9300 — dropped that same factor in the other direction.
- 87.8460 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
An analyst computes the upper control limit for an average and range chart. Given control chart factor A2 (A2) = 0.4300; average range (Rbar) = 16.0000; upper control limit (UCL) = 60.4000, determine the grand average (xbb).
Given
Find
grand average (xbb)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except xbb is given, so isolate xbb symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 8 — schematic for Average and range control chart limits — solve for grand average (case 3) — Average and Range Charts (8)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for xbb:
Step 3 — List the givens: control chart factor A2 (A2) = 0.4300, average range (Rbar) = 16.0000, upper control limit (UCL) = 60.4000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning xbb = 53.5200 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 107.0 — kept a factor of two that cancels in the correct rearrangement.
- 26.7600 — dropped that same factor in the other direction.
- 58.8720 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
The average and range chart signals a process shift beyond the control limit. Given grand average (xbb) = 67.3000; control chart factor A2 (A2) = 0.7400; upper control limit (UCL) = 98.5200, determine the average range (Rbar).
Given
Find
average range (Rbar)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except Rbar is given, so isolate Rbar symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 9 — schematic for Average and range control chart limits — solve for average range (case 3) — Average and Range Charts (9)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for Rbar:
Step 3 — List the givens: grand average (xbb) = 67.3000, control chart factor A2 (A2) = 0.7400, upper control limit (UCL) = 98.5200.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning Rbar = 42.1892 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 84.3784 — kept a factor of two that cancels in the correct rearrangement.
- 21.0946 — dropped that same factor in the other direction.
- 46.4081 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts
A quality engineer sets up an average and range chart for a machining process. Given grand average (xbb) = 53.5000; control chart factor A2 (A2) = 0.7100; average range (Rbar) = 4.1000, determine the upper control limit (UCL).
Given
Find
upper control limit (UCL)
Start with the thinking
- The governing relation printed in this handbook section is Average and range control chart limits.
- Everything except UCL is given, so isolate UCL symbolically first — never rearrange after the numbers are in.
- Tabulate each given with its unit and confirm the units are consistent with the relation before substituting.
- Average and range charts set control limits on the process mean using the grand average and average range.
Figure 10 — schematic for Average and range control chart limits — solve for upper control limit (case 4) — Average and Range Charts (10)
Step-by-step solution
Step 1 — State the governing relation:
Step 2 — Rearrange symbolically for UCL:
Step 3 — List the givens: grand average (xbb) = 53.5000, control chart factor A2 (A2) = 0.7100, average range (Rbar) = 4.1000.
Step 4 — Substitute the given values:
Step 5 — Evaluate:
Step 6 — Check: returning UCL = 56.4110 to
reproduces the given quantities, and both sides carry the same units.
Why the other options are there
- 112.8 — kept a factor of two that cancels in the correct rearrangement.
- 28.2055 — dropped that same factor in the other direction.
- 62.0521 — rounded an intermediate value before the final step.
Reference: FE Handbook — Average and Range Charts