6-Sigma
6-Sigma
refers to a quality improvement and business strategy concept started by
Motorola in the United States in 1987. In statistical terms,
6-Sigma is the abbreviated form of 6 standard deviations from the mean,
which mathematically translates to about 2 defects per billion.
Thus, strictly speaking, your process is said to have achieved 6-sigma
if it is producing no more than 2 defects per billion parts produced.
No company is
probably nearly perfect enough to achieve this quality level.
Consequently, the term 6-Sigma in the industry has somehow taken on the
equivalent defect rate of 3.4 ppm, which in reality corresponds to
roughly 4.5 sigmas. Thus, in the industry today, a person speaking
of 6-sigma is most likely referring to a quality level equivalent to 3.4
defects per million.
Regardless of
how one wishes to use the term 6-sigma, though, it is apparent that its
purpose when its concept was first incepted is to make processes as
consistent as possible in order to reduce the defect rates of their
outputs. Consistency of meeting customer specifications as well as the
probability of meeting them consistently in the future is the essence of
6-sigma. To see how the number of sigmas relates to the process
Cpk and the process ppm level, please refer to the
Cpk/ppm Table.
6-Sigma has
evolved into a continuous, disciplined, and structured process of
improving operations to make products that are consistently meeting
customer requirements. In effect, 6-Sigma no longer simply means
excellent finished products, but more importantly, excellent processes,
services, and administration. When Motorola started 6-Sigma in the
80's, it was applied to repetitive manufacturing processes.
Presently, however, the use of 6-Sigma is well-established in almost all
aspects of doing business in a wide range of industries.
6-Sigma
encourages leanness, simplicity, and doing things right the first time,
so that wastes and corresponding costs are avoided.
Statistics-based problem solving, results-orientation, and quantifiable
top and bottom-line returns are also ingredients of 6-Sigma.
Lastly, 6-Sigma is driven by the voice of the customer.
6-Sigma has
spawned several Project Management methods, the most widely-used of
which are discussed below.
Define,
Measure, Analyze, Improve, and Control (DMAIC)
'DMAIC'
stands for the following:
1)
Define
opportunities, i.e., project goals in relation to customer requirements;
2)
Measure
the current
performance of the process;
3)
Analyze
the weakness
of the process (such as sources of defects); this process weakness is
also the opportunity for its improvement;
4)
Improve
the performance of the process by addressing its weaknesses; and
5)
Control
the performance of the improved process to sustain its gains.
The DMAIC
method is employed in situations wherein a product or process already
exists but it is not meeting customer specifications.
Design for
Six Sigma (DFSS)
'DFSS' is the
acronym for Design for Six Sigma. Unlike, the DMAIC, there is no
single or standard definition of what steps or phases the DFSS process
consists of. It is generally up to the company to define the steps
needed to design its processes to be capable of 6-sigma quality level,
i.e., 3.4 ppm. DFSS may therefore be customized to the nature of
business and culture of the practicing company. DFSS is generally
used when designing a new product or completely redesigning an existing
one from scratch.
Define,
Measure, Analyze, Design, and Verify (DMADV)
'DMADV' stands for
the following:
1) Define
opportunities, i.e., project goals in relation to customer requirements;
2)
Measure
and determine
customer requirements and how competitors are serving these requirements;
3)
Analyze
your process
options to meet these customer needs;
4) Design
your process to meet these customer needs; and
5)
Verify
the
performance of the process, particularly in terms of its ability to meet
customer requirements.
The DMADV
method is employed in situations wherein there is no existing process or
product yet catering to a certain customer requirement, and the company
wants to develop one for that purpose.
See Also:
Lean
Manufacturing; TQM; TPM; Kaizen;
SPC; 5S Process; Poka-Yoke