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How Large Facilities, Industrial
Complexes, Campuses, Military Bases
and Cities Benefit from Wide-Area Thermal Mapping
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Gregory R. Stockton |
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Abstract
Aerial infrared (IR) thermal
imagery from surveys of large facilities, industrial complexes,
campuses, military bases, and cities can be used for many
purposes. Steam and condensate return lines, hot water lines,
chilled water lines, supply water mains, distribution piping,
storm water drains, sewer lines, electrical switchgear,
and buildings can all be monitored by looking at surface
temperatures and thermal patterns. Having one giant thermal
and visual image of a campus can help facility managers
improve their preventive maintenance programs and to comply
with various energy and regulatory requirements. This paper
shows examples of how thermal and visual data are collected,
processed, and delivered, and the many ways they are used
to benefit an owner.
Introduction
Generally speaking, the farther away
one can get from the object of an infrared survey, while maintaining
the needed spatial resolution and thermal sensitivity, the
more usable the data become. Wide areas and large objects
are most effectively imaged from the air. The use of high-resolution
aerial infrared imagery is often the only way that one can
see the slight nuances of temperature differences and the
trace patterns of heat that are needed to make judgments about
the condition of objects on the ground. In order to produce
an easy to understand, high quality and useable report, the
data must be collected and processed in an efficient and effective
way.
Aerial infrared applications can be
divided into two categories; those where a straight-down view
and/or a large area view is needed, and those where long distances
must be covered in a limited amount of time. The methodology
for taking aerial infrared thermograms is similar in many
ways to taking aerial visible photographs. To collect the
data, the aircraft flies over a given area with a camera mounted
to the airframe and oriented looking straight-down (NADIR)
to the ground. The imagery is then stored on a computer hard
drive and later post-processed. Where aerial infrared thermography
differs from aerial visible photography is the time of day
when the survey occurs and the wavelength of the imagery that
the detector collects. IR thermography of ground objects is
performed at night. Thermography reveals sources of heat and
the relative differences in heat from one object to another.
Understanding
Infrared Imagery
Infrared imagery is a grayscale picture whose
scales, or shades of gray, represent the differences in temperature
and emissivity of objects in the image. Objects in the image
that are lighter in color are warmer and darker objects are
cooler. No object in an IR image is detected via visible light
wavelengths (400-700 nanometers); rather, only from thermal
infrared wavelengths in the 3000-5000 nanometers or 8000-14000
nanometers range. Lights and other relatively hot objects
are very evident, but as a result of their heat emissions,
not their light emissions. An example of this is a street
light that can be seen in the IR imagery, but only because
the ballast and bulb are warm. Infrared imagery is usually
recorded onto digital media and later copied to DVD-video,
videotape and/or captured as digital image files. The images
may then be modified in a number of ways to enhance their
value to the end-user, such as creating false-color images,
adjusting the brightness and contrast of the image to highlight
a particular anomaly or zooming in on different areas of interest.
These data can be post-processed and used to prepare predictive
maintenance (PdM) reports on the various systems.
Platform, Equipment
and Crew
Proper selection of the aircraft, aircrew,
navigational aids, imaging systems, data acquisition, and
image processing systems are all-important to successful aerial
infrared surveying. In order to get professional results,
equipment that is specifically designed for the task must
be utilized. Because it is a relatively expensive operation,
the job must be done correctly and safely the first time.
Aircraft and Infrared
Imager
Both helicopters and light airplanes can
be used to perform aerial infrared surveys. Helicopters are
best used if the number of targets or distance between targets
is low because there are inherent problems with vibrations,
slow ferry speeds and high operating costs associated with
their use. Airplanes are used in wide-area thermal mapping.
The IR imager must have higher spatial resolution because
it must operate at higher altitudes and therefore farther
away from the target. The imager must be fixed mounted solid,
fixed manually articulated or turret-mounted. In any case,
a well-maintained aircraft, experienced aircrew and an imager
capable of the resolution required for the intended task must
be utilized. The type of infrared imager used will dictate
how images are recorded and saved. Controls must be within
easy reach and all equipment in the aircraft must be secured,
with wires labeled, shielded from electromagnetic interference,
and out of the way. Precise navigation is important in any
aircraft and particularly so in nighttime aerial infrared
operations. Most aerial infrared imaging is performed at night
because reflected and direct daylight solar radiation usually
adversely affects the imagery and can damage the imager.
Aircrew
Flying low and slow and maneuvering in the
dark makes nighttime aerial infrared imaging a job for professional
pilots that have been specifically trained and who are experienced
in this particular type of work.
Data Collecting
and Post-Processing Equipment
Using a non fixed-mounted thermal imager
to survey a couple of buildings or a few acres of ground can
be done by flying over, locating the target(s) in the imagery,
saving the data and putting it together into a report. This
works for small areas where thermal mapping is not necessary,
but it is impossible to make precise thermal maps of a whole
complex, campus, military base or city without compositing
a multitude of images. During the flight, the aircraft flies
straight, smooth lines on a pre-planned grid, allowing overlap
and sidelap of the imagery. The IR operator manages the sensor
data-acquisition following a structured checklist for orderly
data file management.
Figure 1.
Aerial IR imaging/data collection system
and aircraft |
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In order to produce ortho-rectified thermal
maps, much more information must be gathered and tagged to
the IR imagery. The imagery must be collected with a precise
direct-digital timing system, a 3-axis ring-laser-gyro and
an inertial navigation system (INS), which is tightly-coupled
to a real-time differential GPS satellite positioning system
that provides x, y, z positioning of the sensor at all times
(see Figure 1). After data are collected, the digital infrared
imagery is processed into a series of ortho-rectified image
tiles, which are then stitched together to create a mosaic
thermal image (see Figure 2). A computer system puts all this
information together using a digital elevation model (DEM)
of the scene that consists of a uniform grid of point elevation
values and the position and orientation of the camera with
respect to a three-dimensional coordinate system output. The
result is presented as a high-resolution thermal image in
the form of a geo-TIFF, which is compatible with any GIS software.
Once high quality digital thermal and photographic ortho-rectified
maps are created, they can be added as layers to other data
sets, to existing or new CAD drawings and GIS maps. Digital
data can also be post-processed in other ways, such as creating
false color imagery to highlight areas of interest, adding
temperature data and/or creating graphic reports.

Figure 2.
Mosaic visual and infrared image of a small university
Discussion
Aerial IR Applications
When an object on the ground (or in
the ground) is producing heat, the surface temperatures may
be affected. When an object is heated or cooled, differences
in the mass of the object can be observed thermally. So, during
the day, the sun heats objects directly by radiation and indirectly
by raising the ambient temperature. Then, at night, these
objects cool at different rates according to their mass and
other properties. Judgments can be made about these objects
based on their thermal characteristics. There are many applications
for aerial IR imagery and examples are shown below.
Steam Distribution
Systems
Aerial infrared can help managers monitor
their steam distribution system. Thermal contrast between
active lines and the surrounding ground is usually good depending
on the depth of the line, temperature, flow and the materials
covering the lines. The entire system can be flown, a mosaic
thermal image produced, and the areas with suspected problems
can be pinpointed and documented.
Steam and condensate return lines are almost
always readily visible with aerial infrared imaging, even
when no notable problems exist. This is due to the fact that
no matter how good the insulation, there is usually some heat
loss from the lines which makes its way to the ground surface.
Problem areas are generally quite evident, having brighter
infrared signatures that exceed the norm. Steam line faults
normally appear as an overheated line or as a large hotspot
in the form of a bulge or balloon along the line (see Figure
3). If a steam line is buried directly in the ground with
an insulating jacket, a leak will usually saturate the insulation,
rendering it largely ineffective and it will begin to transfer
heat into the ground around the leak.
Overheated lines often occur when the steam
line is located in a conduit or tunnel. If there is a leak
in the line, it will heat up the conduit with escaping steam.
Some leaks show up as an overheated manhole or vault cover.
Manholes or vaults that contain steam system control apparatus
which are leaking, will often heat the covers to warmer than
normal temperatures. Unless these leaks are severe enough
to significantly raise the manhole temperature above the normally
slightly elevated temperatures, these leaks can be difficult
to identify. In fact, steam line infrared imagery can be a
little misleading, unless one understands and interprets the
relative brightness and temperature of a given line correctly.
For instance, a steam line that is the same temperature from
one end to the other that passes under different surfaces
and materials can exhibit a variety of real and perceived
temperature variations. Five different apparent temperatures
will result from the same temperature line that runs under
a grass-covered field, an asphalt roadway, a concrete loading
dock, a gravel-covered parking lot and a bare earth pathway.
The longer that a steam leak, excessive heat
loss on a line, and/or undetected draining of fluids (see
Figure 4) goes undetected, the greater the energy loss, the
more make-up chemicals have to be added, and the more potential
exists for negative environmental impact and waste. District
heating systems can be flown rapidly and inexpensively to
provide thermal data for asset management planning and predictive
maintenance. As a result of finding and repairing leaks in
the steam system, energy usage can be reduced with all the
related benefits.
The imagery approach described above
is qualitative. It identifies and locates problems in steam
systems based on their anomalous heat signatures. However,
this method does not quantify the amount of heat loss. In
order to develop quantitative information, some additional
work is needed in the form of additional field work in the
infrared data acquisition phase and heat transfer analysis
in the post-processing phase. Return on investment for obtaining
and processing quantitative data is much, much lower than
finding the leaks and repairing them, since there are often
so many leaks, that by the time they are repaired, it is time
for another IR survey anyway.

Figure 3.
Typical steam leak in a distribution system
In order to know exactly what the radiated
energy of any object is, the characteristics of the sensor,
atmosphere and the target must be taken into consideration.
One must also know the transmission, emissivity and reflectivity
of the target. There are big differences in the emissive qualities
of objects on the ground, such as concrete, asphalt, grass,
dirt, etc. The ability to obtain quantitative measurements
is built into radiometric imaging systems, but one must use
a radiometric infrared imaging system to collect the imagery
and collect it in a form that can be post-processed.
Heat energy moves by conduction, convection
and radiation. In order to make meaningful quantitative thermal
calculations, the pipe's or pipe's content's temperature,
insulation properties and the complete thermal properties
of all the materials in the ground (specifically heat capacity,
thermal conductivity, and density) must all be known and made
part of the calculation. As-built drawings and the thermal
properties are not always readily available, if available
at all. This generally means that estimates of the heat loss,
implications of temperature values obtained and quantitative
evaluation of the pipe's performance can be developed only
as estimates.
Even though some large format thermal
imaging systems are fully capable of rapid frame-by-frame
digital temperature data acquisition of every pixel of every
IR image, the cost of quantitatively gathering measurements
and using steady-state and transient heat transfer analysis
calculations (finite element analysis), make quantitative
measurement a much more expensive step than simply using the
image data to make judgments based on the experience of the
person analyzing the thermal data. Most of the time, identifying
leaks and excessive line heat loss is straightforward, but
making calculations regarding insulation effectiveness and
other qualities is an additional step that adds cost, which
may add value, but also could offer a much lower return on
investment. In other words, identify leaks and large heat
loss issues before trying to quantify heat loss.
Other District
Heating and Cooling Systems
High temperature hot water (HTHW),
medium temperature hot water (MTHW) and low temperature hot
water (LTHW) lines benefit similarly to steam distribution
and condensate return systems, with an associated degree of
difficulty in surveying because of the declining temperature
difference to that of the surface. Chilled water supply (CHWS)
and chilled water return (CHWR) lines are usually cooler than
the surface temperature and can be surveyed for thermal loss
and leaks as well (see Figure 5).
Figure 4.
Steam line leaking up, onto the ground surface

Figure 5.
Buried chilled water line cools the surface above the line
High Voltage Electric
Utility Transmission Lines
Detecting electrical faults on high
voltage electrical transmission lines is fairly easy and can
be accomplished rapidly from a light aircraft or helicopter.
Typical problems are loose and/or deteriorated connections.
Qualitative data are easily collected, but, a small target
(for example a transmission line splice) from a moving, vibrating
aircraft cannot be measured from safe flying distances, although
it can be detected. These spot sizes are unmanageable and
inaccurate on any target that does not have a large homogeneous
heat signature. However, these anomalies can be seen (see
Figure 6), and by comparing them to similarly loaded phases
or equipment, potential problem areas can be identified, saved,
and marked on a map. For more accurate measurements, if desired,
a ground verification team can be used to inspect suspect
hot spots from the ground (cloudy nights are best) and quantify
the findings of the aerial IR survey, if needed. They will
be closer to the target and with a powerful lens on a stable
surface - much more accurate. Because they are smaller, lower
to the ground and often are run through populated areas with
much thermal clutter, high voltage electrical distribution
lines are much more difficult to survey from the air and are
best left to ground-based infrared thermographers.
Figure 6.
Hot connections on a high voltage transmission line
Waterways
Storm water collection systems are
engineered to discharge into surface waters to efficiently
drain rain water from a given area. But all too often, these
systems convey pollutants from illicit connections, degraded
sanitary sewers and other sources. Locating these point sources
on the ground is a labor-intensive task, often relying on
sampling data from sites that may be blocks or even miles
from the actual source. Liquids flowing into the body of waterways
can be identified using aerial infrared thermography, as long
as there is a temperature difference between the two. Typically,
dry weather flows are heated by having been underground at
some point and can be detected by using aerial infrared thermography
when it joins the water in a creek (see Figure 7), stream,
river, lake, or ocean during cooler times of the year. Leaks
from nearby water, sewer and/or storm water lines and direct
run-off from a sloped surface can be detected because they
produce a warm flow over the ground toward the water and a
warm plume joining and flowing downstream with the main body
of water.
Waterways are best surveyed during times of the year when
the ambient temperature at night is well below (a ?T of 15C
degrees) that of the ground temperature (1 meter deep) and
when overhanging foliage is minimized. Aerial infrared surveys
can help managers identify, quantify, document, and remove
previously unidentified and sometimes illicit discharges.
Aerial infrared surveying can also be used to track pollution
such as waste spills or oil spills and monitor sewage treatment
plant discharges, manage heated water from power plants (see
Figure 8), monitor ground water seepage into rivers, streams
and lakes, and measure the amount of fresh water from ground
sources that are introduced into an estuary.
Figure 7. IR
image of a storm water drainage system outfall flowing into
a creek

Figure 8.
IR image of cooling tower discharge into a lake
Geothermal IR
Imaging
When a road or building complex is planned,
the site can be flown over with aerial IR to determine if
any geothermal activity is present at the surface. This will
allow the planner to route the road around the activity or
decide the site is unsuitable for the intended purpose.
Structural Fires
Aerial infrared can be helpful to the firefighters
of structural fires. Often, the smoke escapes the building
from a different location than the hottest part of the fire.
These areas can be imaged and the firefighters informed as
to the location of the hot spots.
Forest Fires
Aerial infrared imaging can be used
to monitor and manage forest fires. By creating accurate mosaic
thermal maps (see Figure 9), fire management and suppression
efforts can be adjusted for active fires. This information
can be sent immediately to those in charge of controlling
fire lines. Thermal intensity is resolved to classify the
hottest sections of the active fire, therefore pinpointing
the areas of most intense thermal energy. These digital aerial
maps are loaded to hand-held GPS devices to enable ground
teams to most rapidly navigate directly to the hotspots by
either walking, driving, or flying in a helicopter. Thermal
IR provides an important visual reference locator by identifying
the hot spots with respect to terrain features in the thermal
imagery. Positive identification of hotspots is accurate and
rapid, even through dense smoke.

Figure 9.
1000-IR image fire mosaic draped on 3D terrain model, created
in one hour
Other Surface
and Subsurface Fires
Landfill fires (see Figure 10) can be hazardous
to the surrounding environment. Knowing where, how many, and
the extent of these fires underground is useful information
to those in charge of containing or extinguishing them. Similarly,
peat, coal and wood chip piles, which combust spontaneously,
can be monitored.
Figure 10.
IR image of a portion of a landfill. Red circles indicate
subsurface fires
Aerial Infrared
Roof Moisture Surveys
There is no better example of using aerial
infrared thermography on buildings than that of flat and low-sloped
roof moisture surveying. There are two types of surveys generally
available; surgical roof moisture surveying and wide-area
roof moisture surveying.
Surgical Aerial
IR Roof Surveys
Roofs are an expensive and onerous asset
to maintain. Entrained moisture in the insulation and other
roof substrates is indicative of leaks in the waterproofing,
and seam and flashing failures. Precise marking of the entrained
moisture in a roof on a CAD drawing provides a significant
benefit to the building asset manager (see Figure 11).
Regular aerial infrared surveys help the
owner assess the condition of a given roof based on unbiased
hard data, by quantifying areas of moisture contamination.
NADIR aerial imagery is a very effective method because infrared
images are taken ‘plan view’ and large areas can
be seen in one image allowing the slightest temperature differences
to be noted.
High-resolution aerial imagery captures
large areas at once, while lessening reflection problems and
eliminating image perspective problems. Aerial thermographers
can survey many roofs in one night while conditions are good,
and analyze the data carefully and methodically in an office
setting. Plan view imaging allows for the precise and accurate
marking of areas of suspect roof moisture contamination. Infrared
images, visual images, and CAD drawings (see Figures 12 &
13) can be reconciled closely, making the report accurate,
clear, concise and easy to understand.
Figure 11.
CAD drawing with areas of subsurface moisture defined and
quantified
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Figure 12.
10cm thermal image of a small
flat roof with arrow indicating subsurface wet area.
In the lower portion, a thermogram, photo, and CAD
drawing are shown
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THERMOGRAPH |
PHOTOGRAPH |
CAD DRAWING |
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Wide-area Thermal
Mapping or “Wholesale” Roof Moisture Surveying
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Figure 13. Mosaic
visual and thermal image
of a low-sloped roof
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These aerial roof moisture surveys are carried
out for roofers, roof consultants and insurance companies.
Large areas of cities, like industrial parks and high concentrations
of buildings with flat roofs are thermally surveyed from generally
higher altitudes, obtaining lower resolution imagery. This
lower resolution imagery acquisition decreases data collection
time and data post-processing time, which in turn reduces
the per acre cost.
A spreadsheet can be provided to the insurance
company with the address and roof moisture “rating”
so that attention can be paid to any insured building showing
a high rating, indicating a higher probability of roof damage.
This data, combined with an on-site visit can help the insurance
company’s underwriting department assign accurate premiums
and deductibles. On the claims side, in the event of roof
failure or a catastrophe such as a hurricane or tornado, liability
will be limited to pre-failure conditions.
Roofers and roof con-sultants can use the
imagery and address information to analyze the business potential
in a given area. They can also use the data for target marketing
their roof services to high-potential customers with damaged
roofs.
Conclusion
Wide areas are most effectively imaged
from the air, as long as thermal sensitivity and spatial resolution
needed for a given application are maintained. A thermal mosaic
image of a large area of the ground can contain imagery that
has multiple uses as described above.
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