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DMAIC

             


DMAIC means Define, Measure, Analize, Improve and Control.

It is structured, disciplined, rigorous approach to process improvements consisting of the five phases mentioned, where each phase is linked logically to the previous phase as well as to the next phase. The reason to follow this method is to achieve the Six Sigma level.

Define:

The project purpose and scope are defined. The goal for this phase is to set project goals and boundaries based on your knowledge of your organization's business goals, customer needs, and the process that needs to be improved to get you to a higher sigma level.

Measure:

In this phase the effort is gathering information for the current situation, so you can pinpoint the location or source of problems by stratified the data in the baseline performance, as precisely as you can by building a factual understanding of existing process conditions and problems. That knowledge will help you narrow the range of potential causes you need to investigate in the Analyze phase. You should be able to have your baseline for capability level.

Analize:

The focus of the analyze phase is develop theories of root causes, confirm them with data by testing using sophistic statistics tools as hypothesis, correlation, regression and others, and finally identify the root cause(s) of the problem. The verified causes(s) will form the basis for the solutions in the next phase. The main question is “What vital few input variables affect critical-to-quality (CTQ’s) process performance or output measures?”

Improve

Now the activities are around develop, implement and evaluate solutions targeted at your verified causes. The goal is to demonstrate, with data, which solution solve the problem and lead to improvement. The most common tool used in this phase is the design of experiments (DOE) that are running as test or pilots on the process. The result is a detailed plan implementation ongoing.

Control

Putting a solution in place can fix a problem for the moment, but in this phase the goal is designed a monitoring system to help the process owner maintain the gains by standardizing the process and show it stable and that the new methods can be further improved over time. Control Charts are one of the most usefully tools for that, and a complete documentation of results, learning and recommendation is delivering.

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