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Process Capability Analysis
Capability analysis is a computational method for comparing the output of a manufacturing process to its engineered specification limits. “Process Capability Analysis” starts at the beginning of how manufacturing processes are developed and analyzed.
This set of tools can be applied to product characteristics such as its size, weight and hardness, or to process characteristics such as temperature, voltage or flow and are essential for new process development, 6-sigma projects, Statistical Process Control, and process monitoring.
This course covers the basic and advanced concepts of capability analysis along with it applications and math (both in Excel and Minitab). You will learn practical tips and strategies.
In addition, you will get
Two Assignments for your practice and solution keys to check
All Analysis Practice – Follow the Instructor step by step and do it on yourself
Download more than 6 practice dataset files
Basic Concepts covered:
Process Capability
Indices – Cp, Cpk, Cpm, Z Scores
Long term/Short term Capability
Interpretation & Improvement Strategies
Conduct Process Capability Study
Step by Step Procedure
Pre-requisites Testing – Normality and Stability
MS-Excel Based Calculation
Advanced Concepts
Decision with skewed data, outliers, non-normal, not able to identify distribution, defects & defectives data
Detailed Minitab based treatments
Types of Process Capability
Normal Process Capability – Observed, Overall
Within/Between
Weibull Process Capability
Binomial Process Capability
Data Transformation
Box-Cox Transformation
Johnson Transformation
Lambda Hyper tuning
What you’ll learn
Basic Concepts of Process capability – Cp, Cpk, Pp,Ppk, Cpm, Z Scores, USL, LSL
Step by Step Process to conduct study – Analysis in MS-Excel & Minitab
Process Capability Concepts – Normality, Stability, Six Pack Analysis, Long Term Vs Short Term, Observed, Expected, Overall, Within, Z Bench
Data Transformation Techniques – Box-Cox and Johnson Transformation, Hypertuning Lambda
Decisioning which Process Capability Study to perform for all practical challenging situations – Normal, Weibull, Binomial
Lot of Practice Files and Practical Improvement Strategies/Tips
Prerequisites
Minitab (Trial Access)
Who this course is for:
Process Engineers & Manufacturing Managers
Quality Engineers
Supply Chain Managers
Business Excellence and Process Improvement Professionals across sectors
Also, if you are studying for your ASQ CQE, CQT or CQIA exams, this is essential material.