Liner Semiconductor
Day 1 – Statistics Primer
COURSE OBJECTIVES • Explain what variation in a work process is and why it is bad. • Describe key techniques for measuring variation – visual display and mathematical. • Identify key patterns of variation and explain what causes them
Lesson 1 (Introduction to Variation) – What variation is and why it’s a problem in manufacturing
Lesson 2 ( Measuring Variation) – Using a histogram to measure the variation in a process
Lesson 3 (Patterns of Variation) – Types of patterns of variation, what they tell you, and what to do about them
Lesson 4 (Measures of Variation) – Statistical measures of variation: Mean, range, and standard deviation
Lesson 5 (Normal Curve) – Properties of the normal curve and the 68, 95, 99.7 rule
Lesson 6 (Stability) – The importance of a stable process in manufacturing
|
|
COURSE OBJECTIVES • Understand the purpose of a control chart. • Identify key parts of a control chart. • Know how to collect and plot data on a control chart. • Be able to interpret and take action using a control chart.
Lesson 1 (What are Control Charts) – What control charts are and why they are used
Lesson 2 (What a Control Chart Looks like) – Common elements of all control charts
Lesson 3 (Interpreting Control Charts & Taking Action) – Out-of-control patterns and what to do when they occur
Lesson 4 (Types of Control Chart) – Variable and attribute control charts: Which do you use when?
Lesson 5 (Using Variable Control Charts) – Calculating and plotting data on variable control charts and interpreting the chart
Lesson 6 (Using Attribute Control Charts) – Calculating and plotting data on attribute control charts and interpreting the chart
Day 3 – Process Capability Basics COURSE OBJECTIVES • Describe what is meant by a capable process. • Contrast the difference between an “in-spec” process and a “capable process.” • Identify and explain the three main measures of process capability. |
|
Lesson 1 (What is Process Capability) – What process capability means and why it’s important
Lesson 2 (Measuring Process Capability) – The capability ratio, process capability index, and Cpk.
Day 4 – GEMBA (Actual SPC in Production Floor) An actual activity applying & calculating SPC at key production process area.
|