Using CFD Analysis to Reduce Energy Consumption
by Jim Gleason, P.E., George Koch Sons
Greg Kitko, P.E., GTK Flow Analysis LLC
October 1, 2007
Computational fluid
dynamic analysis can be used to identify choke points and other inefficiencies
in your process equipment design. When applied intelligently, the changes
suggested by CFD analysis can help equipment owners lower capital costs, lower
operating costs and improve the process.
Users of heat processing equipment are acutely aware that
the energy consumption of the equipment is a significant cost. Nationally, the
price of electricity for industrial users increased 15.7 percent from 2004 to
2006. This trend is pushing equipment users and manufacturers to look for new
and innovative ways to reduce energy consumption. One method where remarkable
results can be achieved without significant increases in capital cost is to use
computational fluid dynamic (CFD) analysis to optimize the flow of air through
equipment.
The electricity required to drive a fan depends directly on the volume moved
and the pressure drop through the system. Often, the volume of air is critical
to the process and cannot be reduced. The pressure drop, by contrast, generally
has no direct benefit to the process.
Pressure drop depends on the square of velocity; therefore, the easiest way to
reduce pressure drop is to reduce velocity. If the volume is dictated by the
process, this means making the air passages larger. This adds cost to the
equipment and often runs up against practical limitations on the size of the
machine or available space.
In many cases, the system geometry causes uneven flow distribution. An increase
in pressure drop and turbulence will occur and increase in magnitude as the
flow-field becomes more non-uniform. Simple modifications to geometry and the
informed use of turning vanes can improve flow uniformity, and thus lower
pressure drop and operating cost.
The following studies show how CFD analysis can be used to reduce pressure drop
and do so while maintaining or improving process integrity. Remarkably, the
capital costs of the resulting designs are the same or less than the original
design.
Fan Discharge Transition
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Figure 1. The duct connects the
fan discharge to the dryer plenum. It was redesigned based on the results CFD analysis. |
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Figure 1a shows a section of duct that connects the
discharge of a fan to a plenum in a dryer. Air enters the top of the elbow on
the left (shown in brown) and exits the right-hand side of the duct transition
(shown in green). The exit of the duct section has a larger height than the
entrance. Traditional airflow duct design would suggest that increasing the
height of the transition will lower the air velocity and decrease the pressure
drop. However, CFD analysis shows that because of the non-uniform velocity discharge
profile coming from the fan, the vertical flare in the duct actually causes the
flow to be less uniform, which increases the pressure drop (figure 1b).
Based on the results of the CFD analysis, the transition duct was redesigned to
extend the turning vanes in the elbow and keep a constant vertical height in
the duct. The new geometry (figure 1c) and corresponding CFD analysis (figure
1d) show that by making this change, the resulting pressure drop changed from
0.95" water column (w.c.) to 0.82" w.c. The revised duct will be
simpler to fabricate, use less material, and take up less space.
Supply Plenum
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Figure 2. In the supply plenum,
air enters the back left sidewall of the box below the green plane, a perforated plate through which the air passes in a vertically
upward direction. CFD analysis suggested a design that achieved a pressure drop of 1.30" w.c. |
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In the second example, a supply plenum, air enters the back
left sidewall of the box below the green plane (figure 2a). The green plane is
a perforated plate through which the air passes in a vertically upward
direction. The process occurs on top of this plane, so air distribution exiting
the perforated plate is critical.
The momentum of the air entering the plenum creates a natural tendency for
greater discharge on the opposite side of the plenum. Figure 2b shows the
distribution of airflow exiting the top of a plenum, which is uniformly 23
percent open area. The pressure drop is 1.49" w.c.
Reducing the open area of the top of the plenum increases the pressure drop,
which makes the air distribution more uniform. A traditional approach would be
to use a very low percentage of open area (and a very high pressure drop) to
overcome the problematic geometry and make the airflow more uniform. Figure 2c
shows the air distribution out the top of the plenum with a uniform 5 percent
open area. While the distribution is now very uniform, it comes at a steep
price. The pressure drop increased from 1.49" w.c. to 8.10" w.c., a
dramatic increase in pressure drop and energy consumption.
An alternate approach is to use CFD to determine variable open areas that will
overcome the inherent geometric problems without leading to greatly increased
pressure requirements. Figure 2d shows variable open area layout for the top of
the plenum, and Figure 2e show the resulting flow distribution. The
distribution is satisfactory for this process and is achieved at a pressure
drop of 1.30" w.c. Note that the average open area is about 20 percent;
yet, the pressure drop is less than with the uniform 23 percent open area
because the flow is much more uniform. This again illustrates the point that
non-uniformity causes higher pressure losses. Editor's Note: A third exampled of how CFD can help optimize oven and dryer design is available by using the link to a web-exclusive sidebar at the bottom of the page.
The Payoff
In conclusion, the examples are all part of a dryer that
operates in a process that calls for 78,000 acfm airflow. The original system
design has a total pressure drop of 6.58" w.c. and very poor air
uniformity exiting the 23 percent open perforated plate. A typical fan with
backward-inclined blades would require 149 hp in this application and would
have a 200 hp motor. Once the modifications (including the return duct change
described at www.process-heating.com) were made, the system design had a pressure
drop of 3.37" w.c. and much improved air uniformity and process
performance. The same fan now requires only 112 hp and would have a 125 hp
motor.
The change results in significant savings in operating costs associated with
electricity. The national average electric price for industrial users was
$0.0610 per kilowatt hour in 2006; based on electric price trends, a reasonable
assumption for 2007 is $0.0630 per kilowatt hour. A 37-hp reduction will save
approximately 29 kW. For a 2,000-hour-per-year operation, this saves $3,650 per
year per fan. The bigger the scale, the bigger the savings will be. For a
facility that operates 24 hours a day, 7 days a week, and 50 weeks per year,
the savings is $15,350 per year per fan. Now consider that a piece of
processing equipment may have several fans, and the savings can grow to more
than $100,000 annually.
Furthermore, the cost savings for the smaller motor, motor starter, wiring and
smaller supply duct more than offset the added fabrication costs associated
with the turning vanes, duct transition and variable-perforated plate pattern.
The new design lowers capital cost, lowers operating cost, and improves the
process.
The software required to perform this type of analysis is available from
several vendors. The accuracy of the outputs is limited only by the accuracy of
the inputs. The success of the CFD analysis is greatest when the software is
benchmarked and an experienced user is doing the study. Otherwise, the
potential exists for the analysis to be a case of garbage in, garbage out. When
applied correctly, however, the result is data in, money out.
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