Six Sigma
An Overview of Six Sigma Methodology
© The Quality Web, authored by Frank E. Armstrong, Making Sense Chronicles - 2003 - 2016
Overview of Six Sigma - DMAIC
DMAIC is an acronym that stands for the 5 major steps within the Six Sigma program.
They are:
•
D - Define
•
M - Measure
•
A - Analyze
•
I - Improve
•
C - Control
DMAIC is a structured, disciplined and aggressive approach to process improvement
that consists of the above five phases. Each phase is linked logically to the previous
phase, and to the next phase at the same time. The purpose of this rigorous
methodology is to achieve the overall goal of Six Sigma, which is 3.4 defects per million
parts, or opportunities. We will discuss each step in detail, and then hopefully acquaint
you with what tools to use for which phase, how and when.
PHASE ONE - DEFINE
In this phase, the project's purpose and scope are defined. Customer information and
background information on the process is collected. The output of this phase is:
1.
A clear statement of the intended improvement.
2.
A high-level map of the process (SIPOC - defined further later).
3.
A list of what is important to the customer (Voice of the customer).
PHASE TWO - MEASURE
The goal of the Measure phase is to focus the improvement effort by gathering
information on the current situation. The output of Measure is:
1.
Baseline data on current process performance.
2.
Data that pinpoints problem location or occurrence.
3.
A more focused problem statement.
PHASE THREE - ANALYZE
The goal of the Analyze phase is to identify root cause(s) and confirm those with data.
The output is a theory that has been tested and confirmed. The verified cause(s) will
form the basis for solutions in the next phase.
PHASE FOUR - IMPROVE
The goal of the Improve phase is to do trials and implement solutions that address the
identified root cause(s). The output is planned, tested actions that should eliminate or
reduce the impact of the identified root cause(s). A plan is also created as to how the
results will be evaluated in the next phase.
PHASE FIVE - CONTROL
The goal of the Control phase is to evaluate the solutions and the plan, maintain the
gains accomplished by standardizing the process, and outline steps for on-going
improvements including opportunities for replication. It is also important to consider if
this improvement affects similar lines of production. The output is:
1.
Before and after analysis.
2.
A monitoring system.
3.
Completed documentation of results, learnings, and recommendations.