Title: Useful Predictive Maintenance Technologies for Manufacturing Facilities
1 Useful Predictive Maintenance Technologies
for Manufacturing Facilities
2- Predictive Maintenance or PdM is defined as
efforts that are designed to detect the onset of
a means of degradation with the goal of
correcting the degradation prior to significant
deterioration of the equipment or component. -
- Simplified, PdM is an effort to find problems and
correct them before something catastrophically
fails, and removes a facility, machine or
production line from effective operation.
3- The diagnostic capabilities of Predictive
Maintenance Technologies have increased in recent
years, largely due to new sensor advancements. I
have been in the Predictive/Preventive
maintenance business for almost 30 years. The
innovation and enhancement of PdM/Reliability
practices has truly been a continual improvement
process.
4- Any truly effective PdM effort utilizes Vibration
Analysis as the cornerstone of the program.
Vibration Analysis is paramount to such an
effort. - However, the challenges of implementing a
successful facility-wide Vibration Analysis
program are numerous.
5- Cost vs. perceived benefit
- Lack of understanding of the technology
- It is not a go/no go technology, and requires a
well trained analyst to be effective - Lack of management buy-in
- Lack of training if attempted in-house
- Maintenance resists being proactive and remains
in a comfort zone of fighting fires
6- And the list continues. But lets move beyond
Vibration Analysis and discuss some of the other
PdM technologies, and diagnostic tools that could
be of immediate, if not extreme value to your
facility.
7- The Predictive Maintenance Technologies for
discussion today are - Infrared Thermography
- Ultrasonic Scans
- Oil Analysis
8Infrared Thermography
- Infrared (IR) Thermography is the process of
generating visual images that represent
variations in IR radiance of the surfaces of
objects. This IR radiance of the object is
proportional to its existing temperature. This is
accomplished with an Infrared Imager (camera).
9- The principal value of this type of inspection
deals with In-Plant Electrical Systems and
components. Electrical problems are known to be a
fire hazard and many Facility Insurance providers
demand proof of IR electrical testing scans or
give a discount for providing such evidence. - IR scans are successful in identifying problems
with electrical, mechanical, process, roof,
insulation, and sometimes moisture issues.
10Infrared Thermography Case Studies
- The following picture shows a fuse block with
three 100 amp 600 volt fuses. - To the naked eye all seems fine.
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13- The Infared Thermography Scan tells a completely
different story. The top clamp on the third fuse
was very loose with a temperature of almost 300
degrees! Fire hazard? Failure waiting to happen?
Probably both. - This is a disconnect for an industrial fan. The
fan was temporarily idled, locked out and a
qualified Electrician repaired the clip.
Afterwards this same scan had temperature
readings that were no greater than 98 degrees.
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15- This is a photo of a motor and pump combination
in a manufacturing facility. Again to the naked
eye there does not seem to be a problem. It is
very doubtful that a Mechanic or an Electrician
walking by on a PM would suspect a problem.
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17- However the IR scan shows that the motor was
running at an elevated temperature of over 200
degrees. This temperature is detrimental to the
insulation, the iron, the windings and the grease
in the bearings. - The motor was shutdown and a redundant pump that
was put into service. During the motor rebuild
the motor repair shop said that the motor had
been pumped full of grease. The added value
here was that the plants lubrication program was
amended to assure that this did not happen again.
18Ultrasonic Inspections
- Ultrasonic or ultrasounds are sound waves that
have a frequency of greater than 20 kHz. These
frequencies are not perceived by the human ear.
Non-contact Ultrasonic Detectors are utilized in
PdM to detect airborne ultrasound. Contact probes
are used for diagnostics with bearings, steam
traps, etc.
19Ultrasonic detectors are useful in identifying
problems in
- Compressed gas (air) leaks
- Compressed fluid leaks
- Vacuum leaks
- Steam trap failures
- Bearing condition monitoring
- Electrical arcing/tracking or corona testing
20- Lets focus on Compressed Air leaks, as this is
the proverbial low-hanging fruit in most
facilities. - Compressors that generate compressed air for a
facilitys demand are inherently expensive to own
and expensive to operate. They are a major source
of the Electricity costs associated with
operating most facilities. If there are leaks in
the compressed air system, the compressor is
operating, degrading, and utilizing electricity
while providing no value to the facility. The
leaking air is simply a source of cost to the
facility, both immediately and in the future.
21- I have never heard of a single compressed air
leak survey that resulted in finding zero air
leaks. On the contrary a typical survey will
identify dozens of sources of leaks and at times
that number is greater than one hundred. Some
facilities are acutely aware of this and have
their compressed air system surveyed several
times a year. Due to the inherent cost/benefit
ratio, it is my opinion that an annual survey
should be a minimum.
22Compressed Air Leak Case Studies
- A manufacturing Plant in the southeast had two
compressors at the plant site. Both compressors
were continually operating. Plant management had
assumed that there was then a need for a third
compressor and had budgeted capital dollars to
install a third unit. Before the purchase and
installation of the third compressor, a
Compressed Air Leak Survey was performed in the
plant. This survey identified 107 air leaks that
were tagged for repair.
23- Subsequent to the repair of the tagged leaks the
two existing compressors were capable of handling
the needs of the plant with capacity to spare,
and only one compressor was operating for much of
the day. Calculated at .05/kilowatt/hour to
operate the compressors, and the fact that the
plant operated 24 hours a day it is estimated
that the Energy savings were over 70,000.00 per
year. That savings is in addition to the fact
that they did not have to spend the capital
dollars to buy, install, and operate another
compressor .
24- This is a real example, folks. It may be an
extreme example, but true. Lets look at an
example from another senario. - Lets assume that all the air leaks in your
facility combined equate to an opening of 1/4.
Thats all of the cracked tubing, all of the
loose fittings, all of the threaded connections
that are leaking-by, etc. - Lets also say for this example that the facility
only operates 8 hours a day, 5 days a week.
25- That 1/4 total air loss would result in
2,000.00 in Energy savings per year _at_ 8/5
operation. - If the plant is operating 24/7 the estimated
savings would be 8,000.00 annually. - So, is this Low Hanging Fruit? No machinery to
replace, no energized components to work on, no
hot work permit, just some fittings, sealing,
tubing replacement, etc. Rudimentary maintenance,
if they know what to fix.
26Oil Analysis
- Oil Analysis or Tribology is one of the oldest
PdM technologies that is still used today. It
dates back to just after World War II and was
first utilized by the railroad industry to
monitor the health of diesel engines in
locomotives. - Oil Analysis is used to determine three basic
machine conditions relating to the machines
lubrication or its lubrication system.
27- The first condition is that of the oil. That is,
will its current condition lubricate as per
design? This is determined by the viscosity of
the oil. - The second is the condition of the machine
itself. By analyzing wear particles present in
the lubricant, machine wear can be evaluated and
quantified.
28- The third is assessing the lubrication mechanism
itself. Have the physical boundaries of the
lubricant been compromised or contaminated? Water
is the main culprit, but other contaminates could
be intrusive depending on the operating
environment.
29- Oil analysis is most often an outsourced
function. Oil Analysis Labs typically provide oil
sample bottles and labels with mailing
instructions that the plant utilizes to gather
and ship the oil samples. - Oil analysis is performed on machines and
components such as
30- Oil lubricated motor/pump/fan bearings
- Antifriction (sleeve) bearings
- Oil lubricated Ball Bearings
- Oil Lubricated Roller Bearings
- Gearboxes
- Hydraulics
- Any system where the condition of the oil is
directly related to decreased equipment wear,
longer lubricant life, or improved equipment
reliability
31- Oil analysis is another potential for a good
return on the investment. Oil samples are
typically analyzed for 30 to 100 per sample
depending on the level of analysis required. Most
facilities are effectively supported with the
lower end of this analysis range. - The costs are high when machinery and components
fail. Equipment replacement cost, labor cost, the
lead time in acquiring replacements and
downtime/loss of production associated with a
bearing or gearbox failure can be tremendous.
32Oil Analysis Case Histories
- Oil Analysis was performed on a large electric
motor with antifriction or sleeve bearings. The
oil analysis showed that wear particles as large
as 30 microns were suspended in the oil sample.
The bearings were flushed and new oil was added. - Also, a new set of bearings were acquired due to
the oil sample analysis and report.
33- Several weeks later the motor was scheduled for
downtime. The existing bearings were rolled out.
There was visible damage in the babbitt of each
of the plain bearings. - The new bearings in-hand were installed and the
plant averted a shutdown due to a bearing
failure.
34Oil Analysis Case Histories
- An oil lubricated Cooling Tower gearbox was found
to have a breakdown in the lubricating properties
of the oil as well as being contaminated with
water. - Due to the Oil Analysis report, further
inspection of the gearbox was performed. This
effort revealed a damaged seal that was allowing
the intrusion of water.
35- The seal was replaced and the gearbox was spared
an untimely death as the water would have
continued to invade if the oil analysis had not
lead to the mechanical inspection of the gearbox.
36In Conclusion
- I began this discussion with useful. Maybe
cost-effective or of-value would be better
descriptions for this discussion, but the fact
remains that some Predictive Maintenance
applications may be difficult to quantify in
regards to the return on your investment.
37- Vibration Analysis, being the foundation of
Equipment Reliability Based Technology is
certainly useful and of extreme value if managed
properly. - However, it is but one of several tools to help
keep plants from unscheduled downtime as well as
in capturing cost savings. And maybe the costs
savings from some of the other PdM Technologies
discussed today could help justify a Vibration
Analysis Program! ?
38- J. Scott Glover, President
- The ADVANCED Team, Inc.
- 126 Periwinkle Lane
- Mooresville, NC 28117
- 800-732-2890 toll-free
- 704-528-3628 fax
- scott_at_theADVANCEDteam.com