Course details
Statistical Process Control (SPC) is a powerful statistical tool on process monitoring and control to ensure conforming product delivered. As a continuous improvement tool, SPC measure and analyse the variation in processes and trigger process owners to take action to maintain and improve process stability and products quality.
This course will provide participants with an understanding of SPC including basic statistics and control chart introduction. The course will guide participants on SPC set-up & interpretation and Out of Control (OOC) analysis.
Programme Objectives
This programme aims to help a participant to:
- Understand basic statistics behind SPC
- Understand different types of control charts and interpretation of SPC
- Understand how to perform Out of Control analysis and take valid corrective actions to prevent re-occurrence
- Understand Process Capability analysis
Programme Outline
Unit 1: Introduction and Statistics Premier
- Introduction to SPC
- Basic Statistics
- Types of Data
- Central limit Theorem
- Variation and Specification
Unit 2: Control Chart
- Common elements of control charts
- Variable Control Chart
- Attribute Control Chart
- Subgroup selection
- Interpretation of SPC
Unit 3: Out of Control (OOC) analysis
- Data collection
- Measurement System Analysis
- Direct, contributing & real root cause analysis
- Solution and follow up activities
Unit 4: Process Capability Analysis
- Specification limits and Control limits
- Process capability Cp, Cpk, Pp & Ppk
Target Audience
Operators, engineers, supervisors, and managers who are involved in setting-up and interpreting control charts in their jobs.
Programme Benefits
At the end of the programme, a participant will be able to:
- Understand the purpose of setting-up and applying SPC tools
- Set up and interpret SPC control charts
- Handle OOC properly to prevent re-occurrence
- Calculate process capability indexes
Course Location
About SMF Centre for Corporate Learning
The Singapore Manufacturing Federation (SMF), formerly known as the Singapore Manufacturers' Association, was first established in 1932. Its main aim is to champion the Singapore manufacturing sector. With a membership of over 2,800 corporate members ranging from MNCs to SMEs, SMa carries out a myriad of activities to enhance the competitive edge of our members.
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