• Welcome to CableDataSheet, Cable and Wire Technical Consulting Service.
 

News:

You are not allowed to view links. Register or Login
You are not allowed to view links. Register or Login
You are not allowed to view links. Register or Login
You are not allowed to view links. Register or Login
Tacettin İKİZ



Main Menu

Process Capability & 6-Sigma Quality

Started by Tacettin İKİZ, January 02, 2025, 03:27:07 PM

Previous topic - Next topic

Tacettin İKİZ



[size=16]Process Capability & 6-Sigma Quality[/size]

1. Overview of Process Capability (Cp) and Process Capability Index (Cpk)
Process Capability is a statistical measure used to determine how well a process produces output within specified limits. It helps identify the reproducibility of a process and its alignment with customer expectations.

Key Terms:
[ul]
  • Cp: Process Capability, evaluates inherent reproducibility without considering process centering.
  • Cpk: Process Capability Index, accounts for both process centering and spread relative to specification limits.
  • 6-Sigma Quality: A rigorous standard for minimizing variability and defects in processes.
[/ul]

---

2. Process Capability (Cp)

Process Capability (Cp) evaluates how well a process's spread fits within the design limits. It assumes the process is centered and does not consider deviation from the target.

Formula for Cp:
Cp = (SU - SL) / (6s)
[ul]
  • SU: Upper specification limit
  • SL: Lower specification limit
  • s: Standard deviation of the process
[/ul]

Non-Conformance Rate and Cp (when the process is centered):
Specification LimitPercent ConformanceNon-Conformance Rate (ppm)Process Capability (Cp)
±1σ68.7%3173000.33
±2σ95.45%455000.67
±3σ99.73%27001.00
±4σ99.9937%631.33
±5σ99.999943%0.571.67
±6σ99.999998%0.0022.00

---

3. Process Capability Index (Cpk)

The Process Capability Index (Cpk) measures both the spread and centering of the process. Unlike Cp, it considers the process mean's alignment with the specification limits.

Formula for Cpk:
Cpk = min((SU - X̄) / (3s), (X̄ - SL) / (3s))
[ul]
  • X̄: Process mean
  • SU, SL, and s: Defined as above
[/ul]

Non-Conformance Rate and Cpk (when the process is off-center by ±1.5σ):
Specification LimitPercent ConformanceNon-Conformance Rate (ppm)Process Capability (Cpk)
±1σ30.23%697700-0.167
±2σ69.13%3087000.167
±3σ93.32%668100.500
±4σ99.379%62100.833
±5σ99.9767%2331.167
±6σ99.996600%3.41.500

---

4. The Importance of 6-Sigma Quality

What is 6-Sigma Quality?
6-Sigma is a set of techniques and tools designed for process improvement. Its primary goal is to minimize variation and defects by achieving near-perfect quality levels.

Core Concepts of 6-Sigma:
[ul]
  • Defects Per Million Opportunities (DPMO): At 6-Sigma, only 3.4 defects per million opportunities occur.
  • Process Stability: Achieved through reducing variability in manufacturing or service processes.
  • Customer Satisfaction: High-quality output ensures greater satisfaction and lower costs.
[/ul]

---

5. Key Takeaways
[ul]
  • Cp and Cpk Metrics: Cp evaluates process spread, while Cpk considers both spread and centering.
  • 6-Sigma Threshold: To meet 6-Sigma quality, a process must have a Cpk of 2.00 when centered or 1.50 with ±1.5σ offset.
  • Continuous Improvement: These metrics allow organizations to identify gaps and enhance process performance.
[/ul]
You are not allowed to view links. Register or Login

Document echo ' ';