Fill in the following form to receive your Statistical Process Control training sheet.
Quality requirements often call for 100% product testing. These controls quickly become constraints (costs, equipment, resources, time, etc.).
Statistical process control makes it possible to use control charts and demonstrate that the process is statistically under control and compliant with customer expectations, through process performance indicators (Cp, Cpk, Pp, Ppk).
Statistical process control makes it possible to use control charts and demonstrate that the process is statistically under control and compliant with customer expectations, through process performance indicators (Cp, Cpk, Pp, Ppk).
Objectives
Master the SPC / MSP approach to manage projects independently
Be able to set up control charts
Play an active role in the deployment of SPC / MSP within your company
Understanding SPC / MSP quality issues
Control your processes and manage your business with control charts
Pedagogy
3-day training course - Face-to-face
Alternating theory (30%) and practical exercises and games (70%)
Reviews
Validation of knowledge: MCQ Assessment of satisfaction
BASIC STATISTICS
- Fundamental concepts
- The main statistical indicators :
Mean, median, mode
Range, variance, standard deviation - Laws of distribution: Normal, binomial, fish distribution
- Common sense and statistics
- Practical exercise
NORMALITY TEST
- The benefits of normal distribution
- Central limit theorem
- The different normality tests
- What can I do with my data?
- Practical exercise
PROCESS VARIABILITY
- Catapult exercise
- Causes of process variation
- Graphical representation of data
CONTROL CARDS
- Control chart concept
Origins
Principle - Control card presentation
- I-mR, X-bar - R, X-bar - S
- NP, P
C, U - Using control cards
Western Electric rules
Interpreting control cards
CAPABILITY
- Capability principles
- Capability and sigma level?
- Cp, Cpk and Pp, Ppk
MEASUREMENT SYSTEM ANALYSIS
- Definition
- Measurement error component
- Repeatability & Reproducibility (Gage R&R)
- Data collection plan
