Course Syllabus
Introduction
Definitions of Quality
Brief History of Quality Control & Improvement
Statistical Methods in Quality Control & Improvement
Seven basic quality tools
Control Charts in General
Statistical basis for control charts
Causes for variations
Analysis of patterns in control charts
Control Charts for Variables
Selection of Characteristics for Investigation
Control Charts for Mean and Range
Control Charts for Mean and Standard Deviation
Control Charts for Individual Measurements
Control Charts for Attributes
Advantages and Disadvantages of Attributes Charts
Control Charts for Fraction Nonconforming (p and np charts)
Control Charts for Nonconformities (c and u charts)
Process Capability Analysis
Specification Limits and Control Limits
Histogram, Probability Plots
Process Capability Ratios
Gauge and Measurement System Capability Studies
Time Weighted Control Charts
Cumulative Sum Control Charts (CUSUM)
Exponential Weighted Moving Average Control Charts (EWMA)
Moving Average Control Charts
Basic Acceptance Sampling Procedures
The Acceptance Sampling Problem
Single Sampling Plan for Attributes
Double, Multiple and Sequential Sampling
Military Standard 105E (ANSI/ASQC Z1.4, ISO2859)
The Dodge-Romig Sampling Plans
Definitions of Quality
Brief History of Quality Control & Improvement
Statistical Methods in Quality Control & Improvement
Seven basic quality tools
Control Charts in General
Statistical basis for control charts
Causes for variations
Analysis of patterns in control charts
Control Charts for Variables
Selection of Characteristics for Investigation
Control Charts for Mean and Range
Control Charts for Mean and Standard Deviation
Control Charts for Individual Measurements
Control Charts for Attributes
Advantages and Disadvantages of Attributes Charts
Control Charts for Fraction Nonconforming (p and np charts)
Control Charts for Nonconformities (c and u charts)
Process Capability Analysis
Specification Limits and Control Limits
Histogram, Probability Plots
Process Capability Ratios
Gauge and Measurement System Capability Studies
Time Weighted Control Charts
Cumulative Sum Control Charts (CUSUM)
Exponential Weighted Moving Average Control Charts (EWMA)
Moving Average Control Charts
Basic Acceptance Sampling Procedures
The Acceptance Sampling Problem
Single Sampling Plan for Attributes
Double, Multiple and Sequential Sampling
Military Standard 105E (ANSI/ASQC Z1.4, ISO2859)
The Dodge-Romig Sampling Plans
Frequently Asked Questions
Q1 : Explain why statistical quality control able to improve the quality of human?
A1 : Any logic answer
A1 : Any logic answer