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SIX SIGMA METHODOLOGY. What is Sigma?. Sigma is a Greek Symbol which represents degree of variation in a process It is also termed as standard deviation How close are you in meeting your target. Definitions.
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What is Sigma? • Sigma is a Greek Symbol which represents degree of variation in a process • It is also termed as standard deviation • How close are you in meeting your target
Definitions • “A management driven, scientific methodology for product and process improvement which created breakthroughs in financial and customer satisfaction” – Motorola • A measurement scale that compares a process output with customer requirements • In statistical terms, “reaching Six Sigma” means that your process or product will perform with almost no defects (3.4 defects for every million activities)
History of Six Sigma • Six Sigma was introduced by a Motorola engineer Bill Smith • Motorola started experimenting problem solving through statistical analysis in late 1970s • Motorola officially launched Six Sigma program in 1987 • Jack Welch launched Six Sigma at GE in 1996
Six Sigma as a Business Strategy Increase SALES Increase SIGMA Profit 10-20% Profit Indirect PONC 30-40% Direct POC Increase Value through Increase Value through MARKETING Strategy SIX SIGMA Strategy
Goals of Six Sigma Defects Reduction “Cost Of Quality” Improves Improved Customer Satisfaction Higher Profits
Six-Sigma Metrics • Defect – any mistake or error that is passed on to a customer • Defects per unit (DPU) is the average number of defects discovered in produced units • Defects per million opportunities (DPMO) = Number of defects in per million opportunity • Defective – a product or service that is unacceptable to a customer due to one or more defects
Sigma Value Vs Sigma Level Sigma Value Sigma Level Sigma is a measure of deviation. The mathematical calculation for the Standard Deviation is: The lower the Sigma Value, better the performance is The ‘Sigma Level’ of a process can be used to express its capability i.e., how well it performs with respect to customer requirements. Higher the Sigma Level, better the performance is
A 6 Sigma Process Upper Specification Limit Lower Specification Limit Customer target 0.00017% 1.7 ppm 0.00017% 1.7 ppm 6s 6s = 99.9997% of data inside the limits (Cp = 2) 0.00034% of points will be outside of the specification limits i.e., defects (= 3.4 parts per million out of spec.)