Let's dive into Process Capability Analysis using Python!
Process Capability Analysis helps organizations assess their ability to meet customer requirements consistently. One of the key metrics used in this analysis is the Process Capability Index (Cp) and the Process Capability Index for a Process Mean (Cpk).
🔍 In this analysis, we utilized Python to:
1️⃣ Estimate the standard deviation using the Rbar method
2️⃣ Calculate Cp and Cpk to measure process capability
3️⃣ Visualize the process capability using graphs and charts
By leveraging Python's powerful libraries such as NumPy and Pandas, we can efficiently analyze and visualize process capability, empowering organizations to make data-driven decisions and improve their processes.
Process capability_Cp&Cpk.pdf