Palmetto Brick recently implemented statistical process control (SPC) software across its manufacturing network.
Harnessing the Process
“To achieve process consistency, we must
monitor our raw materials and quality characteristics very closely to reduce or
eliminate any variability that can be measured in the process,” says Butler. Brick-making at
Palmetto also involves strict adherence to international building and
construction standards set forth by ASTM International, as well as independent
annual product testing conducted at Clemson University’s National Brick
Research Center. “The product tests are an insurance policy to confirm that the
research data matches what we recorded on-site in our lab,” adds Butler.
By nature, the composition of clay presents a wide range of performance
tendencies that must be monitored, controlled and adjusted to achieve
engineering compliance. “Different raw materials cause bricks to fire
differently,” notes Butler.
Palmetto mines its clay from more than 1200 acres of company-owned land in the
region. “We take advantage of a variety of raw materials in our geographic area
to deliver a line of colors that are a distinct competitive edge,” Butler points out. Having
access to an abundant source of kaolin, alluvial clay and shale allows Palmetto
to create a palette of hues that run the gamut from red, brown, tan and buff to
gray and white, all with a variety of sizes.
From the mining of the clay to the slow ride through the kiln, the brick
manufacturing operation lends itself to numerous opportunities for statistical
process control to introduce refinements very early in the production process.
SPC offers a proactive approach based on predicting and preventing adverse
events.
“It’s critical that we find out about any problems as quickly as
possible and before the molding stage,” Butler
says. “Modifications to the process or raw materials can occur anywhere before
the molding phase. Otherwise, it’s too late to do anything about it once the
product is fired.”
During the work-in-process time (5½ to 6 days), Palmetto’s production
team is engaged in such quality control activities as:
- raw material testing
- blending confirmation
- checking for size on extruded but unfired green brick
- performing void tests
- measuring moisture pre- and post-firing
- inspecting for appearance, chippage and other defects
- comparing color runs for consistency
- checking for shrinkage on fired bricks
- deriving a saturation coefficient based on
5/24-hour absorption tests
Timely Information
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| Figure 1. Green, yellow and red status flags within
the SPC software communicate which processes need attention. Users can zoom in
on individual quality characteristics to view a chart or the data spreadsheet
by clicking a status flag. |
|
The Synergy 2000 software consists of three
distinct components (Operator, Engineer and Manager Levels) that complement the
functional roles and responsibilities of each type of employee. Operator-Level
users enter sample data for the various quality characteristics being
monitored. However, the software provides capabilities beyond the capture of
raw data.
As data flows into the system, real-time feedback of the process status
is displayed using traffic-signal-inspired indicator flags: green for
problem-free conditions; yellow for trends that may lead to potential defects;
and red for characteristics that are statistically out of control and/or fall
outside engineering specifications, thus demanding an immediate
corrective action (see Figure 1).
 |
| Figure
2. The software generates real-time control charts to indicate when random
samples of product are outside SPC limits or to show trends that may lead to
out-of-control conditions. |
|
In addition, the software can be customized
to automatically display control charts, histograms, process capability indices,
and dozens of other SPC charts alongside the process alarms to show patterns in
the data and shifts in the process (see Figure 2).
The Engineer Level gives Palmetto the tools needed to set up control plans,
configure the system for all users, construct audit trails for traceability
purposes, and analyze and report on the data. One specific analytical feature,
the Pareto analysis function, is a problem-solving tool used for identifying,
ranking and prioritizing production issues to help quantify losses.
The Manager Level enables Palmetto to monitor all of its production
activity simultaneously via a multi-plant dashboard view. A series of
executive-oriented summary and reject reports are included within the Manager
Level of the software.
Going Paperless
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| Palmetto uses SPC software to monitor raw material
properties and shrinkage so the proper green size is extruded to meet final
product dimensions. |
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Prior to implementing Synergy 2000, Palmetto
used a combination of paper-based records and Excel
® spreadsheets to provide an overall picture of
its quality. Now the data is all on-line and immediately accessible for
networked decision support.
To prepare for a successful software launch, Palmetto opted for a comprehensive
one-day training session led by a Zontec technical staff member at the brick
manufacturer’s facility. Palmetto’s emphasis on technology and real-time SPC is
a natural follow-on to its recent $28 million investment in a new commercial
plant that incorporates state-of-the-art automation equipment, robotics and
stringent emission control systems.
For more information regarding SPC options in brick
manufacturing, contact Zontec Inc. at 1389 Kemper Meadow Dr., Cincinnati, OH
45240; (513) 648-9695; fax (513) 648-0805; e-mail spcinfo@zontec-spc.com; or visit the
website at www.zontec-spc.com. Palmetto Brick’s website is located at www.palmettobrick.com.