Department of Mechanical Engineering, IUPUI
ME 414 Thermal-Fluid Systems Design Project 2: Heat Exchanger Optimization Instructor: John Toksoy May 6, 2005 Group Members: Luke Jones Justin Gast Mike Hughett 1
Problem Statement
Design a heat exchanger given 80,000kg/hr of distilled water will enter at 35°C and leave at 25°C and transfer heat to 140,000kg/hr raw water entering from a 20°C supply.
Desired heat transfer rate = m& C p ∆T = 928.5 kW No baffles, neglect fouling, single pass.
Optimize the weight, shell and tube pressure drops, and heat transfer of the design using the DOE capabilities of both Matlab and Minitab software.
2
Tools Utilized
Matlab
Utilized the provided Matlab code to perform the heat exchanger analysis
Minitab
Used in the selection of critical design parameters Provided tools needed to optimize Matlab heat exchanger design calculations
Aided in optimization
Iterative optimization process
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Where to Start?
Input given values from problem definition
Obtained desired to calculated heat transfer ratio of 1 by trial and error
Ran DOE study using Minitab to find the main effects of the variables and their interactions
Eliminated insignificant variables
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Funnel Effect Shell ID, Tube OD, Length, Tube Material, Shell Thickness, Fluid Allocation, Layout Angle, Shell Thickness
Minitab
2-3 Critical Variables 5
Main Effects Plots
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Design Decisions
Counter Flow
Parallel Flow Not an Option Æ
1.25 Pitch Ratio (rule of thumb)
Square Pitch
Clean surfaces 90 degree layout angle
Tube Material
Aluminum: ▲Heat Transfer ▼Low Weight
Shell Thickness set to 1 mm (determined from hoop stress analysis) 7
Elimination from Evaluation
After more Main effects plots were run, the 3 key variables discovered were: length, tube OD, and shell ID
Next, a multi-level DOE was run in Matlab to determine good starting points for design optimization
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Main Effects of 3 Critical Parameters
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Heat Exchanger Optimization
Analyzed Factorial Design to create Pareto charts of design parameters. This shows the weight each variable has on the design specification
Verified that the statistical p-values were below 0.1
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Iterative Optimization DOE 1
DOE 2
+/- 20%
DOE 3
+/- 15%
+/- 10%
(Matlab
(Matlab
(Matlab
Check)
Check)
Check)
DOE 4
DOE 5
Matlab Results: Weight = 1051 kg
+/- 5%
∆P Tube = 978 Pa
(Matlab
(Matlab
Check)
Check)
∆P Shell = 914 Pa Q = 928.6 kW
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Cost Consideration
While custom parts provide the most efficient heat exchanger design, manufacturing costs must be considered in the Total Cost of Ownership
TCO = Initial Costs + Maintenance + Repairs
Using standard tube sizes greatly reduces initial costs, thereby reducing the TCO
Selected Material Sizes:
Standard Tube and Shell Size Optimization:
Weight = 1005 kg
Shell Diameter: 21.25 inches
Heat transfer rate = 928.3 kW
Tube Diameter: 20BWG ½ inch
Tube Length: 3.477 meters*
Desired-to-calculated ratio of 1.00
Shell side pressure drop = 788 Pa
Tube side pressure drop = 687 Pa
* There is no defined standard length
Even Better than the Minitab Optimization!! 12
Conclusions
Heat Exchanger optimization was a success
The standard tube and shell diameters provides the optimal weight, tube and shell pressure drops, and desired heat transfer
One concern: the average tube velocity is 0.28 m/s for our optimal design, which is lower than the recommended velocity to prevent settling
Because distilled water is being used in the tubes, settling is unlikely
TCO of our design is minimized:
Low material weight Æ initial costs minimized Low pressure drops Æ initial costs and operational costs minimized
Square pitch Æ maintenance costs minimized (time=money!!) 13
Questions?
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