Process Control Capability 135D95
1. **Problem Statement:**
(b) Determine if the process is in statistical control.
(c) Given the estimate of process standard deviation using the range method is 23.3, and specifications are nominal ±100, calculate the process capability ratio $C_p$ and interpret the capability.
2. **Statistical Control (b):**
A process is in statistical control if all points on the control chart lie within control limits and show no non-random patterns.
3. **Process Capability Ratio (c):**
The formula for $C_p$ is:
$$C_p = \frac{USL - LSL}{6\sigma}$$
where $USL$ and $LSL$ are the upper and lower specification limits, and $\sigma$ is the process standard deviation.
4. **Given Data:**
- $\sigma = 23.3$
- $USL = 100$
- $LSL = -100$
5. **Calculate $C_p$:**
$$C_p = \frac{100 - (-100)}{6 \times 23.3} = \frac{200}{139.8} \approx 1.43$$
6. **Interpretation:**
A $C_p$ value greater than 1 indicates the process spread is within specification limits and the process is capable.
7. **Conclusion:**
- (b) To confirm statistical control, check control charts for points outside limits or patterns; if none, process is in control.
- (c) With $C_p \approx 1.43$, the process is capable of meeting specifications comfortably.