|

It's a question that we are often asked, and a
response that deserves some explaining. In HMC's
years of experience implementing earlier versions of the Holistic
Data System (HDS), many clients have questioned the need
for a trigger. Why not report every stop, or record periods of below-average
performance? The trigger line is necessary because it works as a
filter, so we are not overwhelmed by too much information. By establishing
a trigger for each module - and if necessary each brand - we can
focus our attention on 'exceptional cause variation' and not clutter
our analyses with data that simply represents the variability inherent
in the process. Later we will work to improve process capability,
but first we must identify and tackle the largest statistically
significant problems.
Initially the trigger level is established for
each module based on an analysis of historical performance - generally
set to one standard deviation below mean performance, but for more
sophisticated processes this could be much tighter. If the module
performs below the trigger level in any given production interval,
the Operator must enter a reason code. This provides us with detailed
information on statistically significant variations in performance,
which can be further analyzed to identify trends and patterns and
improvement opportunities. As the process improves, the trigger
level can be increased. The trigger can also be set to different
levels for different SKUs.
But these 'reason codes' could be obtained
from the PLC, so why bother? The answer lies in the importance of
the human factor. The Operator is forced to think, and in doing
so he gains insight into what he might do better next time. The
Operators also get some satisfaction from their increased participation
in process improvement. Their input is required and their opinion
is valued, and this is reinforced when management takes action on
the problems Operators write about most. The new HDS
allows management to compare operator reasons with PLC reasons for
those periods below the trigger. In this way, we can confirm the
Operator's observations and ensure that we are not misled by PLC
data that may not tell the whole story.
The new HDS
from HMC
will be available at the end of Q1 of 2004. Stay tuned for more
information on this commercial grade system, or contact
HMC for further details.
The new Holistic
Data System (HDS) will have all the benefits of the Hourly
Data System that HMC has developed and installed in numerous client
facilities over the last 8 years, along with a number of enhancements
to make it more powerful and more user-friendly. With the Hourly
Data System some clients have achieved as much as 35%
improvements in production in the first month, we expect even
greater success with the new HDS.
The HDS
is a visual system that can easily be configured to a number of
parameters including shifts, crews, standard work week, time measurement
intervals, trigger levels, brands, stop-codes, etc. Like the Hourly
Data System, it overcomes many of the weaknesses of traditional
shop-floor data collection systems. The HDS
provides real-time information, comparing performance at regular
time intervals with historic performance for each production module.
Each hour is a new hour, so Operators are motivated to reach short-term
performance targets throughout their shift (in most cases hourly).
The graphic display makes it easy to recognize trends in production
so proactive measures can be taken before
a major problem occurs. Management can monitor production and gain
a better understanding of what factors are limiting, or facilitating,
Operator performance.
The new HDS
is capable of retrieving production data directly from the packers
(or case packers) and will interface with the makers to download
fault codes for below-trigger performance intervals. All charts
and graphs are generated automatically, with enhanced flexibility
allowing analysis by cell, machine type, crew, etc. The second phase
of development will integrate the HDS
with SAP, allowing you to download throughput and reject data to
SAP and enabling the integration of maintenance tasks with the SAP
system.
©2004 HMC, Inc. All rights reserved.
|