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Saturday, August 29, 2009

The Six Sigma Methodology

The Six Sigma Methodology

The Six Sigma includes two key methodologies; DMAIC and DMADV. DMAIC is used for an existing process. DMADV is used when creating a new product or process. Using DMADV for new projects can usually result in a more predictable process and ultimately higher quality product.

DMAIC

There are 5 important steps included in DMAIC. They are:

  • D - Define goals to improve the overall process between your company strategy and your customer's demands (can also refer to your group and the groups or individuals that you support)
  • M - Measure your current processes. Collect relevant data on your current processes and then use this data as a baseline for future comparisons.
  • A - Analyze your relationship within the process. It is important to understand the relationship to determine factors that can ensure you keep your companies strategy in line with your customers demands.
  • I - Improve the process. It is important to constantly improve and optimize the process, using analysis and other techniques. One technique that is often used is Design of Experiments. (This is a technique that can help to test a hypothesis, using acceptable experimental design)
  • C - Control. It is important ensure that you can control and correct any variances avoiding possibly costly defects and loss of quality. Many times pilot runs are set up to study process capability and production transition. These pilot runs can help fine tune or add additional control mechanisms.

DMADV

There are 5 important steps included in DMADV. They are:
  • D - Define goals that are consistent between your business strategy and customer demands.
  • M - Measure CTOs (critical to qualities) CTOs consist of production process, capabilities producing a product, the capability of a product and any risk assessments.
  • A - Analyze and evaluate many different designs, choosing the best design for its overall qualities.
  • D - Design details. It is important not only to design a product, but optimize the design features. In order to fully optimize a design feature, you may be required to create multiple designs or simulations.
  • V - Verify the design. Important steps to verifying a design include setting up pilot runs and running a short production. This step also requires you to handover the design to process owners.

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