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IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163
__________________________________________________________________________________________
Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 389
OPTIMIZATION OF CROSSPIECE OF WASHING MACHINE
Sunil Patil1
, S. A. Kulkarni 2
1,2
Mechanical Engineering Department, Sinhgad College of Engineering, Pune, Maharashtra, India
Abstract
The Optimization through FEA is new emerging field. Now a day’s providing product with less cost and with good functioning
becomes necessary due to high competitions in market. Nowadays it is very necessary to shorten the development process of new
components. Therefore tools are necessary that replace the natural evolution process by an automatic procedure. With today’s
available resources the optimization approach is the best approach for industrial components which are having large number of
design variables with more than one objective to satisfy. This paper includes optimization of crosspiece of washing machine by using
FEA concept. One simple component is taken to correlate optimization FEA results with practical results. After validating simulation
results of optimization, industrial component crosspiece of washing machine with drum assembly is considered for optimization. The
material reduction objective is satisfied here by using simulation software tools like Optistruct, Hypermesh, Hyper view. The output
shape from optistruct is converted into manufacturable part. Again simulation testing is performed for static loading. At last results
before optimization and after optimization are compared for crosspiece.
---------------------------------------------------------------------***-------------------------------------------------------------------------
1. INTRODUCTION:
Optimization of an engineering design is an improvement of a
proposed design that results in the best properties for
minimum cost. Now a days due to competitive environment, it
is necessary to producing more efficient designs having
maximum margin of safety, Reducing production cost,
Speeding design procedure, Correlating test data and analysis
results. Optimization by using FEA concept is the best way to
achieve optimized part.
Optimization can be defined as the automatic process to make
a system or component as good as possible based on an
objective function and subject to certain design constraints. A
basic goal of design optimization is to automate the design
process by using a rational, mathematical approach to yield
improved designs. Optimization seeks to minimize or
maximize the objective function (f) subject to the constraints
(gj) defined.
F= a minimum / maximum w.r.t ηi
Subject to
0 < ηi ≤ 1 ( i = 1,2,3,………..N)
fj < gj ≤ hj ( j =1,2,3,…….M)
Where,
N = number of elements
M = number of constraints
fj = computed jth
constraint value
gj = lower bound for jth
constraint
hj = upper bound for jth
constraint
Optimization process requires knowledge about the stage of
design, design variables and their minimum and maximum
limits (independent variables), constraints, measurement of the
design performance (dependent variables), design parameters
and relationships between the independent and dependent
variables (i.e. a design evaluation model). The design
variables are dependent on the level of product definition
available at the different stages of the design optimization. The
design stages can vary from conceptual or preliminary design,
and from configuration to detailed design. Design variables
are expressed in either quantitative or qualitative terms. The
nature of the model development will vary depending on the
types of the variables. Each variable is given a minimum and
maximum value, to reduce the possible choices for a design,
called as bounds of the variable.
2. EXPERIMENTAL VALIDATION:
Simple plate is considered initially to understand complete
procedure of optimization so that it will help in validating
results obtained from software and practical test. Steps of
optimization by using FEA software are
Step 1- 3D modeling of part
Step 2- FEA modeling of part
Step 3- Static simulation of present part
Step 4- Optimization of part by FEA software
Step 5- Validating analysis results with practical test results.
3D modeling of sample plate is done with help of Pro-E
software and used as reference surface to generate FEA model
in Hypermesh. It is analyzed for static loading to get
maximum deflection of plate. Topography optimization is
performed with objective of controlling maximum deflection
of plate. Now this angle plate set for topography optimization,
with objective as static displacement and constraint as
maximum deflection at particular area should not exceed 7.0
IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163
__________________________________________________________________________________________
Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 390
mm with thickness of angle plate as 0.5 mm. Angle plate areas
is converted into design space area and not design space area
as per requirement. The form shape is only applied at design
space area. Non-design space area remains unaltered while
optimization. The same meshed model for static simulation is
further used with design space and non-design space. The pre-
processing is performed in Hypermesh software using
optistruct environment and for solving FEA model Optistruct
is used.
The objective and design variables are as below.
Objective,
Minimize static displacement
Variables,
Minimum width > 10 mm
Draw angle = 60
Draw height ≤ 3 mm
The optimization procedure is explained in detail with case
study of angle plate. The static loading final result obtained by
using FEA software and practical test are matching with each
other. Thus it’s proving that results obtained by FEA method
using Optistruct solver are correct.
After validating simulation result and practical result with
respect to angle plate, industrial component crosspiece of
washing machine is considered for next step.
Step1 Step2 Step3
Step4 Step5
Fig.1 Steps followed in Experimental validation
3. OPTIMIZATION OF CROSSPIECE OF
WASHING MACHINE:
The industrial product crosspiece of washing machine is
considered here for performing optimization with objective of
reducing mass of part. The crosspiece is the part which
supports drum assembly of washing machine. The torque
inputs from motor are transferred to drum assembly through
crosspiece. For front loading washing machine the bending
Maximum
Displacement with
Simulation Results
Maximum
Displacement with
Practical Results
Original angle plate
with thickness of
0.50mm
8.1 mm 8.0mm
Optimized angle plate
with form shape and
thickness of 0.50mm
7.0 mm 7.0 mm
IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163
__________________________________________________________________________________________
Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 391
load will be there due to drum assembly weight and clothes
loading in drum.
Fig. 2 Drum assembly of washing machine with present
crosspiece
With respect to assembly constraints and design constraints
proposed design of crosspiece with drum assembly is shown
below. Initial crosspiece with filled material is considered.
Fig. 3 Proposed crosspiece Baseline shape
Objective Function:
 Minimize the volume fraction response.
Constraint Functions:
 1 constraint function specifying that the response
cannot deflect more than 2 mm using the 1 load step.
 1 constraint function specifying that the response
cannot be more than 0.05 N-MM using the 1 load
step.
Manufacturing Constraints:
 Draw Split direction constraints are applied
 Pattern grouping of cyclic 1point symmetry is used.
Responses:
 1 response for the total displacement of a node on
two of the six screw holes.
 1 response for volume fraction.
3.1 Boundary and loading conditions for
analysis:
• Constrained at shaft mounting in all directions
• Unbalanced force of 2018 N is applied in vertical
direction
• Unbalanced moment of 35Nm is applied about
rotational axis
Fig.4 Boundary and loading conditions
3.2 Material properties to be used for analysis:
Part. No. Material
name
Young’s
Modulus
MPa or
N/mm2
Poisson’s
ratio
W10202465_P1.prt Aluminum 0.7e5 0.3
With above boundary and loading conditions, crosspiece is
solved for optimization with the help of Optistruct solver. The
material density supporting for given loading and boundary
conditions is shown below.
IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163
__________________________________________________________________________________________
Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 392
Fig.5 Density plot of crosspiece
To get manufacturable optimized shape of crosspiece many
more iteration are performed and final proposed crosspiece is
shown below.
Fig.6 Final design of crosspiece
The present crosspiece is having weight of 1.5 kg and final
optimized crosspiece is having weight of 1.3 kg. Thus there is
0.2 kg amount of material saving. Maximum deflection of the
crosspiece is 1.2 mm which is within acceptable limit. The
static simulation of crosspiece shown that optimized cross
piece is safe in required operating conditions. Also final part
obtained after optimization is easy to manufacture compare to
present one.
CONCLUSIONS
The static loading final result obtained by using FEA software
and practical test are matching with each other. Thus it’s
proving that results obtained by FEA method using Optistruct
solver are correct. The cost and time involved in prototyping
of crosspiece is saved and project is completed within
specified time range.
Optimization of component with the help of Finite Element
Analysis is better and less time consuming process from
present available methods. Software like Optistruct, Ls-Opti
are well capable of handing complex structural parts for
optimization. Quick and better designing of parts is possible
with optimization.
REFERENCES
[1] S. S. Rao, “Engineering optimization: theory and
practice”, Wiley-IEEE, 1996.
[2] Omar Al Jadaan, Lakishmi Rajamani, C. R. Rao,
“Non-dominated ranked genetic algorithm for solving
multi-objective optimization problemsL:NRGA”,
Prof., Department of CIS, University of Hyderabad,
Hyderabad500-046, INDIA,2008.
[3] Tushar Goel, Nielen Stander “Multi-Objective
Optimization Using LS-OPT”, Livermore Software
Technology Corporation, Livermore, CA, USA,2007
[4] Abdullah Konak, David W. Coit, Alice E. Smith
“Multi-objective optimization qusing genetic
algorithms: A tutorial”, Information Sciences and
Technology, Penn State Berks, USA,2006.
[5] J.F. Aguilar Madeira, H. Rodrigues, Heitor Pina.
“Multi-objective optimization of structures topology
by genetic algorithms”, ISEL-Instituto Superior de
Engenharia de Lisboa, Lisbon, Portugal, 2004.

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  • 1. IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163 __________________________________________________________________________________________ Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 389 OPTIMIZATION OF CROSSPIECE OF WASHING MACHINE Sunil Patil1 , S. A. Kulkarni 2 1,2 Mechanical Engineering Department, Sinhgad College of Engineering, Pune, Maharashtra, India Abstract The Optimization through FEA is new emerging field. Now a day’s providing product with less cost and with good functioning becomes necessary due to high competitions in market. Nowadays it is very necessary to shorten the development process of new components. Therefore tools are necessary that replace the natural evolution process by an automatic procedure. With today’s available resources the optimization approach is the best approach for industrial components which are having large number of design variables with more than one objective to satisfy. This paper includes optimization of crosspiece of washing machine by using FEA concept. One simple component is taken to correlate optimization FEA results with practical results. After validating simulation results of optimization, industrial component crosspiece of washing machine with drum assembly is considered for optimization. The material reduction objective is satisfied here by using simulation software tools like Optistruct, Hypermesh, Hyper view. The output shape from optistruct is converted into manufacturable part. Again simulation testing is performed for static loading. At last results before optimization and after optimization are compared for crosspiece. ---------------------------------------------------------------------***------------------------------------------------------------------------- 1. INTRODUCTION: Optimization of an engineering design is an improvement of a proposed design that results in the best properties for minimum cost. Now a days due to competitive environment, it is necessary to producing more efficient designs having maximum margin of safety, Reducing production cost, Speeding design procedure, Correlating test data and analysis results. Optimization by using FEA concept is the best way to achieve optimized part. Optimization can be defined as the automatic process to make a system or component as good as possible based on an objective function and subject to certain design constraints. A basic goal of design optimization is to automate the design process by using a rational, mathematical approach to yield improved designs. Optimization seeks to minimize or maximize the objective function (f) subject to the constraints (gj) defined. F= a minimum / maximum w.r.t ηi Subject to 0 < ηi ≤ 1 ( i = 1,2,3,………..N) fj < gj ≤ hj ( j =1,2,3,…….M) Where, N = number of elements M = number of constraints fj = computed jth constraint value gj = lower bound for jth constraint hj = upper bound for jth constraint Optimization process requires knowledge about the stage of design, design variables and their minimum and maximum limits (independent variables), constraints, measurement of the design performance (dependent variables), design parameters and relationships between the independent and dependent variables (i.e. a design evaluation model). The design variables are dependent on the level of product definition available at the different stages of the design optimization. The design stages can vary from conceptual or preliminary design, and from configuration to detailed design. Design variables are expressed in either quantitative or qualitative terms. The nature of the model development will vary depending on the types of the variables. Each variable is given a minimum and maximum value, to reduce the possible choices for a design, called as bounds of the variable. 2. EXPERIMENTAL VALIDATION: Simple plate is considered initially to understand complete procedure of optimization so that it will help in validating results obtained from software and practical test. Steps of optimization by using FEA software are Step 1- 3D modeling of part Step 2- FEA modeling of part Step 3- Static simulation of present part Step 4- Optimization of part by FEA software Step 5- Validating analysis results with practical test results. 3D modeling of sample plate is done with help of Pro-E software and used as reference surface to generate FEA model in Hypermesh. It is analyzed for static loading to get maximum deflection of plate. Topography optimization is performed with objective of controlling maximum deflection of plate. Now this angle plate set for topography optimization, with objective as static displacement and constraint as maximum deflection at particular area should not exceed 7.0
  • 2. IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163 __________________________________________________________________________________________ Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 390 mm with thickness of angle plate as 0.5 mm. Angle plate areas is converted into design space area and not design space area as per requirement. The form shape is only applied at design space area. Non-design space area remains unaltered while optimization. The same meshed model for static simulation is further used with design space and non-design space. The pre- processing is performed in Hypermesh software using optistruct environment and for solving FEA model Optistruct is used. The objective and design variables are as below. Objective, Minimize static displacement Variables, Minimum width > 10 mm Draw angle = 60 Draw height ≤ 3 mm The optimization procedure is explained in detail with case study of angle plate. The static loading final result obtained by using FEA software and practical test are matching with each other. Thus it’s proving that results obtained by FEA method using Optistruct solver are correct. After validating simulation result and practical result with respect to angle plate, industrial component crosspiece of washing machine is considered for next step. Step1 Step2 Step3 Step4 Step5 Fig.1 Steps followed in Experimental validation 3. OPTIMIZATION OF CROSSPIECE OF WASHING MACHINE: The industrial product crosspiece of washing machine is considered here for performing optimization with objective of reducing mass of part. The crosspiece is the part which supports drum assembly of washing machine. The torque inputs from motor are transferred to drum assembly through crosspiece. For front loading washing machine the bending Maximum Displacement with Simulation Results Maximum Displacement with Practical Results Original angle plate with thickness of 0.50mm 8.1 mm 8.0mm Optimized angle plate with form shape and thickness of 0.50mm 7.0 mm 7.0 mm
  • 3. IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163 __________________________________________________________________________________________ Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 391 load will be there due to drum assembly weight and clothes loading in drum. Fig. 2 Drum assembly of washing machine with present crosspiece With respect to assembly constraints and design constraints proposed design of crosspiece with drum assembly is shown below. Initial crosspiece with filled material is considered. Fig. 3 Proposed crosspiece Baseline shape Objective Function:  Minimize the volume fraction response. Constraint Functions:  1 constraint function specifying that the response cannot deflect more than 2 mm using the 1 load step.  1 constraint function specifying that the response cannot be more than 0.05 N-MM using the 1 load step. Manufacturing Constraints:  Draw Split direction constraints are applied  Pattern grouping of cyclic 1point symmetry is used. Responses:  1 response for the total displacement of a node on two of the six screw holes.  1 response for volume fraction. 3.1 Boundary and loading conditions for analysis: • Constrained at shaft mounting in all directions • Unbalanced force of 2018 N is applied in vertical direction • Unbalanced moment of 35Nm is applied about rotational axis Fig.4 Boundary and loading conditions 3.2 Material properties to be used for analysis: Part. No. Material name Young’s Modulus MPa or N/mm2 Poisson’s ratio W10202465_P1.prt Aluminum 0.7e5 0.3 With above boundary and loading conditions, crosspiece is solved for optimization with the help of Optistruct solver. The material density supporting for given loading and boundary conditions is shown below.
  • 4. IJRET: International Journal of Research in Engineering and Technology ISSN: 2319-1163 __________________________________________________________________________________________ Volume: 02 Issue: 03 | Mar-2013, Available @ http://www.ijret.org 392 Fig.5 Density plot of crosspiece To get manufacturable optimized shape of crosspiece many more iteration are performed and final proposed crosspiece is shown below. Fig.6 Final design of crosspiece The present crosspiece is having weight of 1.5 kg and final optimized crosspiece is having weight of 1.3 kg. Thus there is 0.2 kg amount of material saving. Maximum deflection of the crosspiece is 1.2 mm which is within acceptable limit. The static simulation of crosspiece shown that optimized cross piece is safe in required operating conditions. Also final part obtained after optimization is easy to manufacture compare to present one. CONCLUSIONS The static loading final result obtained by using FEA software and practical test are matching with each other. Thus it’s proving that results obtained by FEA method using Optistruct solver are correct. The cost and time involved in prototyping of crosspiece is saved and project is completed within specified time range. Optimization of component with the help of Finite Element Analysis is better and less time consuming process from present available methods. Software like Optistruct, Ls-Opti are well capable of handing complex structural parts for optimization. Quick and better designing of parts is possible with optimization. REFERENCES [1] S. S. Rao, “Engineering optimization: theory and practice”, Wiley-IEEE, 1996. [2] Omar Al Jadaan, Lakishmi Rajamani, C. R. Rao, “Non-dominated ranked genetic algorithm for solving multi-objective optimization problemsL:NRGA”, Prof., Department of CIS, University of Hyderabad, Hyderabad500-046, INDIA,2008. [3] Tushar Goel, Nielen Stander “Multi-Objective Optimization Using LS-OPT”, Livermore Software Technology Corporation, Livermore, CA, USA,2007 [4] Abdullah Konak, David W. Coit, Alice E. Smith “Multi-objective optimization qusing genetic algorithms: A tutorial”, Information Sciences and Technology, Penn State Berks, USA,2006. [5] J.F. Aguilar Madeira, H. Rodrigues, Heitor Pina. “Multi-objective optimization of structures topology by genetic algorithms”, ISEL-Instituto Superior de Engenharia de Lisboa, Lisbon, Portugal, 2004.