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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 400
OPTIMIZATION FOR STIFFENERS OF RECTANGULAR SURFACE
CONDENSER OPERATING UNDER DIFFERENTIAL EXTERNAL
PRESSURE
Yogesh S. Bhore1
, Dattatray N. Jadhav2
, Parag D. Mahajan3
, Sagar S. Mali4
1,2
Mechanical Engineering Department, Sardar Patel College of Engineering, Mumbai-400058, India
3,4
Larsen & Toubro Limited, Heavy Engineering, Powai Works, Mumbai-400072, India
Abstract
Surface condenser operates under differential external pressure during its service life which causes deformation of equipment.
Stiffening arrangements are provided in condenser to restrict deformation of equipment within allowable limit. Condenser is the
equipment having lot of internals like heater tube, protruded nozzles, baffles, inside piping etc. So, it is essential to optimize
location and size of stiffeners.
In the present study sub-assembly of rectangular surface condenser is analysed for optimization of stiffener size. Response surface
optimization along with design of experiment methodology is used for stiffener optimization. Design of experiment is carried out
with the help of central composite design method. Optimization of stiffener size and location of the stiffener helps to reduce
obstruction to steam flow in condenser.
Key Words: Response surface optimization, Design of experiment, Central Composite design, Screening optimization,
Finite Element Method.
--------------------------------------------------------------------***---------------------------------------------------------------------
1. INTRODUCTION
Surface condenser is the primary equipment of power plant
industry. It contains different sub-assemblies like Condenser
upper exhaust neck (UEN), Condenser lower exhaust neck
(LEN), main condenser etc. as shown in Fig. 1. Steam from
turbine piping enters in condenser UEN and gets condensed
in main condenser. In the present study condenser UEN is
analysed. Condenser UEN is rectangular in cross section and
it is bounded by different plates [1, 2]. Surface condenser is
the heat exchanger which operates under vacuum condition.
Due to this, equipment is subjected to differential external
pressure. This causes deformation of equipment wall plate.
Stiffening arrangement like stiffener plate is required for
condenser wall strengthening purpose. Guidelines for
stiffening arrangement are developed by Heat Exchanger
Institute (HEI) standard [3]. As per Indian Standard (IS),
allowable limit of deformation for condenser UEN model is
3 mm [4]. To analyse this case, parametric model is
necessary. Stiffener dimensions can be changed easily with
the help of parametric model. In present study finite element
method is used for analysis purpose of condenser UEN
deformation.
Optimization of stiffening arrangement is carried out to
restrict the deformation within allowable limit and to reduce
the equipment weight. Response surface optimization
method (RSM) along with design of experiments (DOE)
tool of ANSYS workbench is used. DOE is performed with
the help of central composite design (CCD) method.
2. METHODOLOGIES
2.1 Fea Model
Shell model of condenser UEN along with stiffener plates is
shown in Fig. 2. Major dimensions of rectangular condenser
UEN section are given in Table 1.
Table -1: Condenser UEN dimensions
Length (mm) Width (mm) Height (mm) Thickness
(mm)
7530 7126 1000 16
Element used for meshing of condenser UEN model is shell
181. Material properties [4] for condenser UEN and stiffener
plates are tabulated in Table 2.
Fig -1: Rectangular surface condenser
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 401
Table -2: Material Properties
Material No. Modulus of
Elasticity
Poisson’s
ratio
IS-2062-Grade B
(Carbon steel)
200 Mpa 0.3
Boundary conditions applied on model are shown in Fig. 2
where A indicates upper and lower edges are fixed and B
indicates differential external pressure (0.1013 MPa) acting
normal to condenser UEN.
Fig -2: Condenser UEN model with boundary condition
FEA solution shows that deformation of condenser UEN
model is 2.26 mm (see Fig. 3). Stiffener dimensions can be
optimized by allowing the deformation to 3 mm as specified
in IS.
Fig -3: Total deformation of Condenser UEN model
Four input parameters that are selected for optimization of
condenser UEN are shown in Fig. 4. Description of these
input parameters is given in Table 3. Other input parameters
such as stiffener spacing and stiffener plate thickness are
optimized according to HEI standard.
Fig -4: Stiffener dimensions
Table -3: Input parameter description
Input
parameter
Parameter description
short_stiff_height Height of the stiffener present over
shorter side plate of UEN model
short_stiff_length Length of the stiffener present over
shorter side plate of UEN model
long_stiff_height Height of the stiffener present over
longer side plate of UEN model
long_stiff_length Length of the stiffener present over
longer side plate of UEN model
2.2Response surface optimization
In this optimization, system draws information from its own
response surface component, and so is dependent on the
quality of the response surface.
RSM is efficient goal driven optimization method as it gives
accurate enough results with less computation time
compared to other optimization techniques [5].
Response surface optimization has following steps,
 Design of Experiments
 Generating a response surface
 Response Surface Optimization
Fig -5: Steps in Response surface optimization
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 402
3. DESIGN OF EXPERIMENTS
DOE [5] is a technique used to scientifically determine the
location of sampling points. DOE technique has
characteristic of locating the sampling points such that the
space of random input parameters is explored in the most
efficient way.
3.1 Central Composite Design
CCD [5], also known as Box-Wilson Design, is factorial
design that is suitable for calibrating the quadratic response
model.
For present study Inscribed CCD is used as it evenly
distributes sampling points around the center point. For
condenser UEN optimization, CCD consists of following
sampling points:
 Center point =1
 2*N axis points =8
 2(N-f)
diagonal points =16
Here, N =Number of random input variables =4
f =0 (Full-factorial design)
Upper and lower limit for input parameters along with its
initial value is tabulated in Table 4.
Table -4: Lower and upper bound limit for input parameters
Parameter name Value Lower
Bound
Upper
Bound
short_stiff_height (mm) 150 100 150
short_stiff_length (mm) 1000 700 1000
long_stiff_height (mm) 150 100 150
long_stiff_length (mm) 1000 700 1000
Total 25 sampling points generated in DOE are tabulated in
Table 5. Distribution of 25 sampling points is shown with 25
different colour lines (see Fig. 6) e.g. Total deformation and
geometry mass for 25th
sample (Black line) along with its
input parameter is indicated in Fig. 6.
3.3 responses Surface
Response surfaces are the functions of different nature
where the output parameters are described in terms of the
input parameters. Response surface is generated with the
help of non-linear regression analysis.
For generating response surface, standard response surface
(second order polynomial) is preferred along with CCD as it
gives good quality response surface compared with all other
methods [6]. Response surfaces for four input parameters
are shown in Fig. 7 to Fig. 10.
3.3 screening Optimization
The Screening optimization method [7] is used for
optimization purpose as it uses a simple approach based on
sampling and sorting. It supports multiple objectives and
constraints for all types of input parameters.
Configuration for given problem is 50 samples and 1
optimized candidate point.
Objectives and Constraints are,
[1]. Maximize Total Deformation; Total Deformation <= 3
mm (As initial total deformation is low, Objective
function is maximize)
[2]. Minimize Geometry Mass
Table -5: Sampling points generated in DOE of condenser
UEN
Sr.
No
short_stiff
_ height
(mm)
short_stiff
_ length
(mm)
long_stiff_
height
(mm)
long_stiff_
length
(mm)
1 125 850 125 850
2 100 850 125 850
3 150 850 125 850
4 125 700 125 850
5 125 1000 125 850
6 125 850 100 850
7 125 850 150 850
8 125 850 125 700
9 125 850 125 1000
10 107 744 107 744
11 143 744 107 744
12 107 956 107 744
13 143 956 107 744
14 107 744 143 744
15 143 744 143 744
16 107 956 143 744
17 143 956 143 744
18 107 744 107 956
19 143 744 107 956
20 107 956 107 956
21 143 956 107 956
22 107 744 143 956
23 143 744 143 956
24 107 956 143 956
25 143 956 143 956
4. RESULTS AND DISCUSSION
Total deformation and geometry mass distribution for 25
sampling points is shown in Fig. 6. Fig. 7 and Fig. 8
indicates that total deformation decreases as stiffener
dimension increases while Fig. 9 and Fig. 10 indicates that
geometry mass increases as stiffener dimension increases.
Fig -6: Sample distribution in DOE
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 403
Fig -7: Effect of short_stiff_height and short_stiff_length
on Total Deformation
Fig -8: Effect of long_stiff_height and long_stiff_length on
Total Deformation
Fig -9: Effect of short_stiff_height and short_stiff_length
on Geometry mass
Fig -10: Effect of long_stiff_height and long_stiff_length
on Geometry mass
Optimized candidate point with reduced stiffener
dimensions is shown in Table 6.
Table -6: Optimized point with FEA verification
Input parameter Optimized
Point
(Screening
method)
Optimized
Point
(Verified by
FEA)
short_stiff_height(mm) 109
short_stiff_length(mm) 750
long_stiff_height (mm) 109
long_stiff_length (mm) 750
Maximum Total
Deformation (mm)
2.9606 2.9644
Geometry Mass (kg) 3157 3157
Decrease in stiffener dimension causes considerable
reduction in stiffener plate weight as well as steam flow
obstruction area. (See Table 7)
Table -7: Weight and obstruction area reduction in stiffener
plates of condenser UEN
UEN
part
Percentage
weight reduction
Percentage reduction
in obstruction area
Stiffeners 45.33 27.33
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 404
Fig -11: Total Deformation of optimized plate stiffened
condenser UEN
5. CONCLUSION
The conclusion derived from above study can be
summarized as follows:
[1]. Parametric FEA model provides better flexibility in
terms of design changes.
[2]. Significant increase in total deformation occurs when
stiffener length (for both longer and shorter side of
UEN) decreases from 850 mm to 700 mm.
[3]. Significant increase in total deformation occurs when
stiffener height (for both longer and shorter side of
UEN) decreases from 125 mm to 100 mm.
[4]. Geometry mass increases linearly as stiffener
dimension increases.
[5]. Optimized point determined by screening method is
verified by performing FEA (within 1% error).
[6]. Optimization of stiffening arrangement reduces the
stiffener plate weight by 45%.
[7]. Optimization also helps to reduce the obstruction to
steam flow (27.33 % reduction in obstruction area).
REFERENCES
S. Timoshenko and S. Woinowsky Krieger. Theory of plates
and shells. 1989
[1]. Warren c. Young, Richard g. Budynas. Roark’s
Formulas for Stress and Strain. 2003.
[2]. Heat Exchanger Institute. Standards for steam surface
condenser. 2006.
[3]. Indian Standard-2062. 2007.
[4]. Lennart Eriksson. Design of Experiments: Principles
and Applications. 2008.
[5]. S.N. Deming, S.L. Morgan. Experimental Design: A
Chemometric Approach. 1993.
[6]. ANSYS 14.5 Manual-2014.

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Optimization for stiffeners of rectangular surface condenser operating under differential external pressure

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 400 OPTIMIZATION FOR STIFFENERS OF RECTANGULAR SURFACE CONDENSER OPERATING UNDER DIFFERENTIAL EXTERNAL PRESSURE Yogesh S. Bhore1 , Dattatray N. Jadhav2 , Parag D. Mahajan3 , Sagar S. Mali4 1,2 Mechanical Engineering Department, Sardar Patel College of Engineering, Mumbai-400058, India 3,4 Larsen & Toubro Limited, Heavy Engineering, Powai Works, Mumbai-400072, India Abstract Surface condenser operates under differential external pressure during its service life which causes deformation of equipment. Stiffening arrangements are provided in condenser to restrict deformation of equipment within allowable limit. Condenser is the equipment having lot of internals like heater tube, protruded nozzles, baffles, inside piping etc. So, it is essential to optimize location and size of stiffeners. In the present study sub-assembly of rectangular surface condenser is analysed for optimization of stiffener size. Response surface optimization along with design of experiment methodology is used for stiffener optimization. Design of experiment is carried out with the help of central composite design method. Optimization of stiffener size and location of the stiffener helps to reduce obstruction to steam flow in condenser. Key Words: Response surface optimization, Design of experiment, Central Composite design, Screening optimization, Finite Element Method. --------------------------------------------------------------------***--------------------------------------------------------------------- 1. INTRODUCTION Surface condenser is the primary equipment of power plant industry. It contains different sub-assemblies like Condenser upper exhaust neck (UEN), Condenser lower exhaust neck (LEN), main condenser etc. as shown in Fig. 1. Steam from turbine piping enters in condenser UEN and gets condensed in main condenser. In the present study condenser UEN is analysed. Condenser UEN is rectangular in cross section and it is bounded by different plates [1, 2]. Surface condenser is the heat exchanger which operates under vacuum condition. Due to this, equipment is subjected to differential external pressure. This causes deformation of equipment wall plate. Stiffening arrangement like stiffener plate is required for condenser wall strengthening purpose. Guidelines for stiffening arrangement are developed by Heat Exchanger Institute (HEI) standard [3]. As per Indian Standard (IS), allowable limit of deformation for condenser UEN model is 3 mm [4]. To analyse this case, parametric model is necessary. Stiffener dimensions can be changed easily with the help of parametric model. In present study finite element method is used for analysis purpose of condenser UEN deformation. Optimization of stiffening arrangement is carried out to restrict the deformation within allowable limit and to reduce the equipment weight. Response surface optimization method (RSM) along with design of experiments (DOE) tool of ANSYS workbench is used. DOE is performed with the help of central composite design (CCD) method. 2. METHODOLOGIES 2.1 Fea Model Shell model of condenser UEN along with stiffener plates is shown in Fig. 2. Major dimensions of rectangular condenser UEN section are given in Table 1. Table -1: Condenser UEN dimensions Length (mm) Width (mm) Height (mm) Thickness (mm) 7530 7126 1000 16 Element used for meshing of condenser UEN model is shell 181. Material properties [4] for condenser UEN and stiffener plates are tabulated in Table 2. Fig -1: Rectangular surface condenser
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 401 Table -2: Material Properties Material No. Modulus of Elasticity Poisson’s ratio IS-2062-Grade B (Carbon steel) 200 Mpa 0.3 Boundary conditions applied on model are shown in Fig. 2 where A indicates upper and lower edges are fixed and B indicates differential external pressure (0.1013 MPa) acting normal to condenser UEN. Fig -2: Condenser UEN model with boundary condition FEA solution shows that deformation of condenser UEN model is 2.26 mm (see Fig. 3). Stiffener dimensions can be optimized by allowing the deformation to 3 mm as specified in IS. Fig -3: Total deformation of Condenser UEN model Four input parameters that are selected for optimization of condenser UEN are shown in Fig. 4. Description of these input parameters is given in Table 3. Other input parameters such as stiffener spacing and stiffener plate thickness are optimized according to HEI standard. Fig -4: Stiffener dimensions Table -3: Input parameter description Input parameter Parameter description short_stiff_height Height of the stiffener present over shorter side plate of UEN model short_stiff_length Length of the stiffener present over shorter side plate of UEN model long_stiff_height Height of the stiffener present over longer side plate of UEN model long_stiff_length Length of the stiffener present over longer side plate of UEN model 2.2Response surface optimization In this optimization, system draws information from its own response surface component, and so is dependent on the quality of the response surface. RSM is efficient goal driven optimization method as it gives accurate enough results with less computation time compared to other optimization techniques [5]. Response surface optimization has following steps,  Design of Experiments  Generating a response surface  Response Surface Optimization Fig -5: Steps in Response surface optimization
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 402 3. DESIGN OF EXPERIMENTS DOE [5] is a technique used to scientifically determine the location of sampling points. DOE technique has characteristic of locating the sampling points such that the space of random input parameters is explored in the most efficient way. 3.1 Central Composite Design CCD [5], also known as Box-Wilson Design, is factorial design that is suitable for calibrating the quadratic response model. For present study Inscribed CCD is used as it evenly distributes sampling points around the center point. For condenser UEN optimization, CCD consists of following sampling points:  Center point =1  2*N axis points =8  2(N-f) diagonal points =16 Here, N =Number of random input variables =4 f =0 (Full-factorial design) Upper and lower limit for input parameters along with its initial value is tabulated in Table 4. Table -4: Lower and upper bound limit for input parameters Parameter name Value Lower Bound Upper Bound short_stiff_height (mm) 150 100 150 short_stiff_length (mm) 1000 700 1000 long_stiff_height (mm) 150 100 150 long_stiff_length (mm) 1000 700 1000 Total 25 sampling points generated in DOE are tabulated in Table 5. Distribution of 25 sampling points is shown with 25 different colour lines (see Fig. 6) e.g. Total deformation and geometry mass for 25th sample (Black line) along with its input parameter is indicated in Fig. 6. 3.3 responses Surface Response surfaces are the functions of different nature where the output parameters are described in terms of the input parameters. Response surface is generated with the help of non-linear regression analysis. For generating response surface, standard response surface (second order polynomial) is preferred along with CCD as it gives good quality response surface compared with all other methods [6]. Response surfaces for four input parameters are shown in Fig. 7 to Fig. 10. 3.3 screening Optimization The Screening optimization method [7] is used for optimization purpose as it uses a simple approach based on sampling and sorting. It supports multiple objectives and constraints for all types of input parameters. Configuration for given problem is 50 samples and 1 optimized candidate point. Objectives and Constraints are, [1]. Maximize Total Deformation; Total Deformation <= 3 mm (As initial total deformation is low, Objective function is maximize) [2]. Minimize Geometry Mass Table -5: Sampling points generated in DOE of condenser UEN Sr. No short_stiff _ height (mm) short_stiff _ length (mm) long_stiff_ height (mm) long_stiff_ length (mm) 1 125 850 125 850 2 100 850 125 850 3 150 850 125 850 4 125 700 125 850 5 125 1000 125 850 6 125 850 100 850 7 125 850 150 850 8 125 850 125 700 9 125 850 125 1000 10 107 744 107 744 11 143 744 107 744 12 107 956 107 744 13 143 956 107 744 14 107 744 143 744 15 143 744 143 744 16 107 956 143 744 17 143 956 143 744 18 107 744 107 956 19 143 744 107 956 20 107 956 107 956 21 143 956 107 956 22 107 744 143 956 23 143 744 143 956 24 107 956 143 956 25 143 956 143 956 4. RESULTS AND DISCUSSION Total deformation and geometry mass distribution for 25 sampling points is shown in Fig. 6. Fig. 7 and Fig. 8 indicates that total deformation decreases as stiffener dimension increases while Fig. 9 and Fig. 10 indicates that geometry mass increases as stiffener dimension increases. Fig -6: Sample distribution in DOE
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 403 Fig -7: Effect of short_stiff_height and short_stiff_length on Total Deformation Fig -8: Effect of long_stiff_height and long_stiff_length on Total Deformation Fig -9: Effect of short_stiff_height and short_stiff_length on Geometry mass Fig -10: Effect of long_stiff_height and long_stiff_length on Geometry mass Optimized candidate point with reduced stiffener dimensions is shown in Table 6. Table -6: Optimized point with FEA verification Input parameter Optimized Point (Screening method) Optimized Point (Verified by FEA) short_stiff_height(mm) 109 short_stiff_length(mm) 750 long_stiff_height (mm) 109 long_stiff_length (mm) 750 Maximum Total Deformation (mm) 2.9606 2.9644 Geometry Mass (kg) 3157 3157 Decrease in stiffener dimension causes considerable reduction in stiffener plate weight as well as steam flow obstruction area. (See Table 7) Table -7: Weight and obstruction area reduction in stiffener plates of condenser UEN UEN part Percentage weight reduction Percentage reduction in obstruction area Stiffeners 45.33 27.33
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 08 | August-2015, Available @ http://www.ijret.org 404 Fig -11: Total Deformation of optimized plate stiffened condenser UEN 5. CONCLUSION The conclusion derived from above study can be summarized as follows: [1]. Parametric FEA model provides better flexibility in terms of design changes. [2]. Significant increase in total deformation occurs when stiffener length (for both longer and shorter side of UEN) decreases from 850 mm to 700 mm. [3]. Significant increase in total deformation occurs when stiffener height (for both longer and shorter side of UEN) decreases from 125 mm to 100 mm. [4]. Geometry mass increases linearly as stiffener dimension increases. [5]. Optimized point determined by screening method is verified by performing FEA (within 1% error). [6]. Optimization of stiffening arrangement reduces the stiffener plate weight by 45%. [7]. Optimization also helps to reduce the obstruction to steam flow (27.33 % reduction in obstruction area). REFERENCES S. Timoshenko and S. Woinowsky Krieger. Theory of plates and shells. 1989 [1]. Warren c. Young, Richard g. Budynas. Roark’s Formulas for Stress and Strain. 2003. [2]. Heat Exchanger Institute. Standards for steam surface condenser. 2006. [3]. Indian Standard-2062. 2007. [4]. Lennart Eriksson. Design of Experiments: Principles and Applications. 2008. [5]. S.N. Deming, S.L. Morgan. Experimental Design: A Chemometric Approach. 1993. [6]. ANSYS 14.5 Manual-2014.