Once the project has been Defined, the second phase of the
DMAIC model is Measure .
The Measure phase digs below the surface to develop a detailed
understanding of the process. Process baselines and sources
of opportunities and problems are identified.
To gain a deep understanding of the process, more detailed
process level maps are developed. The process level map provides
intricate detail of the activities and tasks. Input is gathered
from operating employees regarding factors which are critical
to quality (CTQ), critical to schedule (CTS), critical to
cost (CTC) etc.
During the Measure phase, the factors causing problems are
identified. We also determine the conditions and circumstances
surrounding the occurrence of the problems, roadblocks, or
bottlenecks.
There Measure phase is one of the most time consuming phases
of the DMAIC model. It is important to do a thorough job in
the Measure phase, as the subsequent phases depend on it.
Data collection is a critical part of the measurement phase.
In order to determine the data to collect, the team must decide
on the questions they are trying to answer. For example, “how
long is the existing wait time?”, “what is the
existing process speed at various temperatures?”
There are many tools used in the Measure phase. Some of the
most common are:
> Probability and Statistics
> Data Collection
> Measurement Systems
> Process Level Flowcharts
> Process Level Mapping
> Histogram
> Stem and Leaf Plots
> Pareto Charts
> Cause and Effects Diagram and Matrix
> FMEA (Failure Mode and Effects Analysis)
> Control Charts
> Process Capability
> Gage R & R Studies
> Frequency Plots
> Confidence Intervals
> Process Sigma
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