9
American Institute of Aeronautics and Astronautics 1 Fluid-Structure Interaction and Design Optimization of HAR wing for Endurance efficiency of S-HALE aircraft Sanga Lee, Kyunghyun Park, Junghwa Kim 1 College of Engineering, Seoul National University, Seoul 151-744, Republic of Korea SangOok Jun 2 Samsung Electo-Mechanics, Suwon 443-803, Republic of Korea and Dongho Lee 3 School of Mechanical and Aerospace Engineering/ Institute of Advanced Aerospace Technology, Seoul National University, Seoul, 151-742, Republic of Korea In this paper, S-HALE aircraft wing sizing optimization is conducted at 20km altitude by modifying 3 variables including span length, aspect ratio and weight distribution along the spanwise direction of the wing for 24-hour continuous flight. Fluid-Structural Interaction is conducted for static stability of wing and high estimation of aerodynamic performance. 3- dimensional Euler equation and MSC.Nastran are used for aerodynamic and structural analysis. Finally we check the energy flow of S-HALE during a day and confirme that the S- HALE can fly 24-hour continuously. Nomenclature W ws = weight of wing surface spar W wer = weight of wing end ribs W wr = weight of wing surface ribs W wTE = weight of wing trailing edge W wc = weight of wing covering n ult = ultimate load factor S w = wing surface area b w = wing span = airfoil thickness to chord ratio N wer = Number of wing end ribs N wr = Number of wing surface ribs E solar = Energy generated by sun E S-HALE = Energy absorbed by S-HALE I max = Maximum solar energy per unit area during a day K = weather referential constant I. Introduction n recent few decades, interest of altenative energy is growing bigger and bigger, because of lack of fossil fuel, environmental pollution, global warming and so on. Among many altenative energies, solar energy has been applied many fileds because it has parmenency and has no negative effect to environment. By the same token, many people have considering solar energy as a source of aircraft. 1 Graduate student, School of Mechanical and Aerodynamic Engineering 2 Researcher, [email protected] 3 Professor, School of Mechanical and Aerodynamic Engineering, [email protected] I 30th AIAA Applied Aerodynamics Conference 25 - 28 June 2012, New Orleans, Louisiana AIAA 2012-2660 Copyright © 2012 by the American Institute of Aeronautics and Astronautics, Inc. All rights reserved. Downloaded by PENNSYLVANIA STATE UNIVERSITY on September 26, 2013 | http://arc.aiaa.org | DOI: 10.2514/6.2012-2660

[American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

  • Upload
    dongho

  • View
    214

  • Download
    0

Embed Size (px)

Citation preview

Page 1: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

American Institute of Aeronautics and Astronautics

1

Fluid-Structure Interaction and Design Optimization of HAR wing for Endurance efficiency of S-HALE aircraft

Sanga Lee, Kyunghyun Park, Junghwa Kim1 College of Engineering, Seoul National University, Seoul 151-744, Republic of Korea

SangOok Jun2

Samsung Electo-Mechanics, Suwon 443-803, Republic of Korea

and

Dongho Lee3 School of Mechanical and Aerospace Engineering/ Institute of Advanced Aerospace Technology,

Seoul National University, Seoul, 151-742, Republic of Korea

In this paper, S-HALE aircraft wing sizing optimization is conducted at 20km altitude by modifying 3 variables including span length, aspect ratio and weight distribution along the spanwise direction of the wing for 24-hour continuous flight. Fluid-Structural Interaction is conducted for static stability of wing and high estimation of aerodynamic performance. 3-dimensional Euler equation and MSC.Nastran are used for aerodynamic and structural analysis. Finally we check the energy flow of S-HALE during a day and confirme that the S-HALE can fly 24-hour continuously.

Nomenclature Wws = weight of wing surface spar Wwer = weight of wing end ribs Wwr = weight of wing surface ribs WwTE = weight of wing trailing edge Wwc = weight of wing covering nult = ultimate load factor Sw = wing surface area bw = wing span

= airfoil thickness to chord ratio

Nwer = Number of wing end ribs Nwr = Number of wing surface ribs Esolar = Energy generated by sun ES-HALE = Energy absorbed by S-HALE Imax = Maximum solar energy per unit area during a day K = weather referential constant

I. Introduction n recent few decades, interest of altenative energy is growing bigger and bigger, because of lack of fossil fuel, environmental pollution, global warming and so on. Among many altenative energies, solar energy has been

applied many fileds because it has parmenency and has no negative effect to environment. By the same token, many people have considering solar energy as a source of aircraft. 1 Graduate student, School of Mechanical and Aerodynamic Engineering 2 Researcher, [email protected] 3 Professor, School of Mechanical and Aerodynamic Engineering, [email protected]

I

30th AIAA Applied Aerodynamics Conference25 - 28 June 2012, New Orleans, Louisiana

AIAA 2012-2660

Copyright © 2012 by the American Institute of Aeronautics and Astronautics, Inc. All rights reserved.

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 2: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

American Institute of Aeronautics and Astronautics

2

In 1974, first solar-powered aircraft Sunrise 1 is developed and about 90 kind of solar-powered aircraft has been developed so far. On july 2010, Zephyr from QinetiQ, UK set a record by flying 14 days and 21 minutes. 1 At 20km altitude, density of air becomes very low so aerodynamic efficiency of wing is decreased. Make up for

this, aircraft flying high altitude has high aspect ratio wing. However, having high aspect ratio weaken the wing structure, so considering nonlinear deformation of wing becomes a necessity.

In the case of solar powered HALE aircraft(S-HALE), it is not a good optimization to sizing wing just for improved L/D or lift coefficient. S-HALE gets its energy from sunlight during a daytime, so if it can store enough energy for night, it can flight permanently. According to this, the more important thing than improving L/D or lift coefficient is reducing required power for flight or increasing energy capacity of aircraft. Sometimes rearranging spanwise weight distribution can help approving endurance efficiency because wing is flexible and how the payloads are set on wing can affects to wing deformation.

From the previous research2, even in the case of S-HALE can’t save enough energy for night, changing cruise altitude during flight can help saving energy and makes S-HALE fly continuously. But over 20km altitude condition, environment like temperature, density changes rapidly, So S-HALE aircraft structure which should be light comparing other aircrafts’ is hard to satisfy these all various flying conditions. Hence, this paper try to make HALE airfraft satisfy continuous flight without changing altitude.

II. Methods

A. FSI method For aerodynamic analysis, steady state three dimensional Euler equations are used. To make up for the drag

coefficient, we used empirical formula of profile drag.3 Spatial discretization is Upwind Method based Finite Volume Method and Roe’s Flux Difference Scheme is applied. For time integration, LU-SGS(Lower Upper Symmetric Gauss Seidel)is used. For structural analysis, MSC.Nastran is used. Nonlinear solver SOL106 for simple beam model is applied and

every step considers remained stress of deformed wing structure for restart run.4 VMT( V:shear force, M:moment, T:torque) is used for transferring aero load to structural load. Only lift direction

force is considered and problem is set for every structural node satisfies each shear force, moment and torque of corresponding aero node.5

B. Design optimization Methods To optimize the wing shape, 3 design variables are selected and 15 design points are identified by Central

Composite Design(CCD) method. In CCD methods, 2 full-factorial experimental design is employed along with 2k star design point(2 design point with each factor) and one center design point(1 design point at center). With these experimental points, meta-model is constructed. Meta-model is Artificial-Neural Network and 9 hidden nodes are used for sufficient reliability6. Optimization tool is NSGA-II7.

III. Optimization process

A. Aerodynamic model and flight conditions Initial variables of S-HALE wing refers to specification of medium size UAV like zyphyr. The wing has very simple shape so has no taper, no twist and no sweepback angle.

Table 1 Initial variables and flight condition

Class Contents

Variable Span length 20 m Aspect ratio 20Weight distribution 0

Fixed value

Altitude 20 km Payload 22 kg GW 45 kg Reynolds number 200000

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 3: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

American Institute of Aeronautics and Astronautics

3

Payload is distributed from root to tip and weight distribution is represented as increasing rate of payload. Weight distribution is defined ‘+’ when the root weight is lager then tip’s. DAE31 airfoil which is well used for human-powered aircraft is selected because of its good characteristic in low Reynolds region8. Figure 1 shows shape of DAE31 airfoil and Table 1 describes initial variables and flight condition of S-HALE.

Figure 1 DAE31 airfoil

B. Weight analysis method To calculate reasonable weight corresponding to various span length and aspect ratio, we use weight analysis formula for Daedalus which is very well known human-powered aircraft. Human-powered aircraft has nearly same characteristics with S-HALE, including high aspect ratio, flexible structure and so on. Especially, Daedalus uses Cabor Fiber for structure material as same as what we want to use for S-HALE. Daedalus’ weight fomulars for wing are as below9.

Wing primary structure : W = (0.031 + 0.00756 )(1 + 100 − 24 )

Wing secondary structure : W = 0.662 + 0.00657 W = 0.055 + 0.00191 W = 0.0277 W = 0.0308

In this paper, span length and aspect ratio are firstly determined and total wing weight is calculated from that. To

calculate entire structural weight of S-HALE, we need to know figures of other parts of S-HALE like fuselage, H-tale and V-tale. But this paper deals with only wing so weight of other structural parts is assumed refer to Min’s model.

C. Payload Table 2 shows payload of S-HALE. 10kg of battery is already loaded, so total weight of battery is 10kg adding

spare weight which means total gross weight 45kg minus calculated structural weight.

Table 2 Payload(fixed)

class weightbattery 10.00 kg

solar panel 5.00 kg Motor 1.70 kg

Propeller 1.36 kg Camera 1.10 kg Acionics 1.62 kg MPPT 0.52 kg

etc. 0.70 kg Total 22.00 kg

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 4: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

American Institute of Aeronautics and Astronautics

4

D. Structural model Carbon Fiber Reinforced Plastic(CFRP) is considered for conducting wing structure. Assuming main spar supports entire load including lift and weight of wing, torsional deflection is neglected. The shape of main spar is considered as hollowed cylinder and its thickness is fixed by 2mm. The weight determined before by Daedalus weight analysis formulas decide the diameter of main spar.

E. Energy analysis The energy which can be produced by S-HALE is calculated in the condition of north latitude of 36, altitude of 17km, and June. According to Cestino11, solar energy along time during a day is presented by sine formula (1) and maximum energy which can be gained from sun during a day is calculated from (2) E = sin( ( − )) (1)

E = ∙ ∙ (2)

Figure 2 Solar power during a day11

means solar energy per unit area when the sun rises most high. Actual is about 1,250W/ , but this paper set that value 1,100W/ for some uncertainties. is length of daytime, set to 15hr and is time that the sun rises, set to 5:30 in the morning. K is the value which is referential to weather. If it is clean and fine day, it will 1.0 but dark or cloudy, it will be 0.0. At an altitude of 20km, there’s no effect of weather so K is 1.0. Total energy gained from sun by solar cell on the S-HALE is calculated from (3). E = (3)

means area of solar cell, means efficiency of solar cell and means efficiency of MPPT(Maximum Power Point Taker). Solar cell is installed on the wing and produce energy from sunlight during a daytime. The wing using DAE31 airfoil has a curved upper surface so thin film solar cell is more suitable than general product. CIGS(CuInGaSe2) is selected because it is manufactured less than 4μm thickness and have a very high specific

Time(hours)

So

lar

Po

we

r(W

/m2)

0 5 10 15 200

200

400

600

800

1000

1200

1400

36o N40o N45o N

z = 17km

Class Contents young's modulus 240 GPa poisson ratio 0.35Density 1700 kg/

Table 3 Characteristic of CFRP10

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 5: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

Power(Wultraviole For nighhaving hienergy ablower thadetermine

Required

parameterpaper, eac

F. FSI r Table 4 weight 45solar cell

Span(m)

20

Conside

be obtainbattery st

G. Probl As expl

Those thi

W/kg). Consideet rays, solar cht flying, S-HAigh energy denbility. Considean actual speced to 90%. Sel

d power for l

r for enduranch value has 0P = (esult of initiais FSI result

5kg minus calwhich must b

) WD

0

ering calculateed. Figure 3. sarts dischargin

lem definitionlained before, ings directly a

Ame

ering very lowell efficiency ALE should snsity should bering hard fligific energy oflected storage

evel flight is

ce characteris0.8 and 0.85.

∙ ) / ∙ /al design

of initial desilculated structube installed on

AR

20 0.8

d required powshows that flong and fully d

n the most impo

affect to endu

erican Institut

w operating temis set to 18% atore solar ene

be chosen. Upght condition f Li-S battery battery is pro

calculated by

stics. is

ign. tural weght. Bthe wing, it w

717 0.0250

wer and attachw. Battery staischarged at 3

Figure 3 E

ortant things furance time. B

Table 4 FS

te of Aeronaut

5

mperature and and weight pe

ergy during a to now, Lithiincluding veris set for bat

oduct of Sion P

y equation (4

s efficiency o

(4)

correspondsBecause additiowill not affect t

(kg0 42.97

hable battery warts charging a3:45. Conseque

Energy flow o

for S-HALE aBut adding ba

SI result of ini

tics and Astron

declined efficer unit area is sdaytime as mium-Sulfur(Liry low tempettery of S-HALPower Int., and

). According

f motor and

to additionalonal battery cato behavior of

g) (%

10.84

weight, energyat 7:06 and fulentially, from

of base model

are required pottery causes in

itial design

nautics

ciency by protset to 0.5kg/

much as possibi-S) battery haerature like -5LE. Chargingd weight of ba

to the equati

is efficie

lly loadable ban be installedf wing’s deform

%)

4 448

y flow during ly filled at 13:3:45 to 7:06,

ower and how ncreasing of t

tection film fo12.

ble, so the stoas shown the b0C°, 300Wh/k

g/discharging eattery is 16g13.

ion (4), / is

ency of prope

battery weightd on fuselage,mation.

(W)

8.84

a day of initia:32. After sunflight is impos

much can it stotal weight a

or protecting

rage battery best specific kg which is efficiency is .

s significant

eller. In this

, total gross different to

(kg)2.03

al model can set, at 18:54, ssible.

store energy. and required

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 6: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

power, soweight, thwon’t affIn this o

treated as

For moreshould behalf span the wing

H. Mode For conexperimenrequired fsufficientFigure 4 i

o we fixed grohe spare weighfect to behaviooptimization ps a constraint a

MinimizBattery w

e reliable ande better than blength. Finallcan generate.

RequireLift – Gr15%ofh

el constructiostructing metntal design pfor 3 variablet relaiblity. In is whole proce

SpaAR Wei

Ame

oss weight as 4ht can be transor of wing. problem, objecand verified by

ze Required Poweight – Batted efficient resubase model. Cly, the optimiz

dPower −ross Weight halfspan – W

n ta-model usin

point, CCD(Ces. Sigmoid fuTable 5, desi

ess of this opti

F

an(m)

ight Distribut

erican Institut

45kg. If sum osferred to batte

ctive is minimy checking bat

ower eryweightult, some moronsidering str

zed result shou

− RequiredP 0

Wing Tip Defle

ng artificial nentral Compo

unction is usedign space is reimization prob

Figure 4 Flow

Tab

M

tion

te of Aeronaut

6

of calculated tery weight. A

mizing requirettery weight w

re constraint sructural safeneuld avoid the c

Power 0

ection 0

neural netwoosite Design) d for transfer fepresented anblem.

chart of opti

ble 5 Design s

Min16 16 -1

tics and Astron

total structuraldditional batte

ed power. Conwhich is suffici

0

should be impess, wing tip dcase that gross

ork, we need method is us

function of ANnd Table 6 sho

imization pro

space

Base20 20 0

nautics

l weight and pery won’t be in

ndition of 24-ient for night

posed. Performdisplacement ss weight is hea

d some expersed and total NN and 9 hidows reliability

cess

Max 24241

payloads is lesnstalled on the

-hour continuoflight or not.

mance of optishouldn’t be oavier than lift

rimental data15 experime

dden node wasy of meta-mod

ss than gross e wing, so it

ous flight is

imized wing over 15% of force which

. To select ental data is s needed for del of ANN.

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 7: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

Table 7 distributiobecomes

Opti

Figure 5

and that oboundary

Table 8 srequired pbattery is can fly 24

RM

is result of oon is -0.365, wless, loadable

base

imum Point

5 shows FSI anof base model

y – 15%.

shows energy power for flighcharged abou

4-hour continu

Y

MSE

Ame

optimization. which means wbattery weigh

(W)

448.84 417.23 (7.0%↓)

nalysis result ol is 10.8%. Th

Figure 5 FSI

time scheduleht and finishin

ut 1 hour longeuously.

0.0043 0.9999

Tab

erican Institut

IV. O

Span length bwing tip is littht is increased

Table

(kg12.014.5

(21.2%

of base modelhese values tel

result of base

e of both modeng charging timer, so battery d

ble 6 Reliabili

te of Aeronaut

7

Optimization r

becomes longle bit heavier about 21%.

7 Optimizatio

g)029 73 %↑)

l and optimizells that optimi

e model(black

el. Starting chame is delayed doesn’t out un

0.00240.9977

ity of Artifici

tics and Astron

results

ger and aspectthan wing roo

on result

Span (m)

20

20.325

ed model. Deflized result is d

k) and optimi

arging time bebecause of inc

ntil recharging

al Neural Net

nautics

t ratio is incrot. As a result,

Weightdistribution

0

-0.365

flection ratio odeflected mor

ized model(re

ecomes earliercreasing of ba

g time. In othe

0.0021 0.9982

twork

reased. Optim, required pow

n Asperati

20

23.98

f optimized me, reaching al

ed)

r because of dattery capacityr words, optim

L

0.0.

mized weight wer for flight

ect io

0

86

model is 14.2%most design

ecreasing of y. As a result, mized model

Lift

0033 9999

%

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 8: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

Figure

power lin

In thisFor structoptimizatflight, enwere reac

(1)

(2)

(3)

6 shows enene is lowered a

s study, Fluidtural analysis, tion, required

nergy analysis ched.

S-HALE is efficiency, wFSI analysisaerodynamicOptimizationaspect ratioaerodynamicminus payloa little durinspare weightThrough themodifying 3wing more esatisfies requ

Ame

start chargingcharging finibattery dischbattery out unable time t

rgy flow of oand charging a

d-Structural an nonlinear defpower for fliconsidering s

operated at hwing of S-HAs is needed fc performancen result show

o and minus c performance

oad distributionng the flight. St. Expanding se wing optimi3 variables maefficiently, so uired energy c

erican Institut

Table 8 Ene

g ished harged

to flight

optimized modarea is widened

Figure 6 Ene

V.nalysis and deformation wasght was consisolar power d

high altitude ALE has to havfor this and ie estimation. s how each vpayload dist

e but weaken n, set payloadhortening the span length prization, continakes spare werequired pow

capacity for ni

te of Aeronaut

8

ergy time tabl

Base7.10

13.5418.903.753.35

del. Comparind so there are

ergy flow of op

. Conclusioesign optimizas considered bidered as obje

during a day w

about 20km, ve very high ait guarantees

variable affecttribution. It the wing stru

d little bit heavspan length m

roduces more lnuous flight weight and mak

wer to flight wght flight.

tics and Astron

le (unit : hour

4 0

ng with energno deficient p

ptimized mod

on ation of solar pecause wing’sective functionwas added. Th

where the aiaspect ratio anstatic stabilit

s to endurancmeans higheructure, and wvier along root

make required lift force, so it

was reached thkes it possible

was lowered. A

nautics

r)

Opt pt.6.98

14.23 19.02

- -

gy flow graphpower area.

del

powered HALs aspect ratio in. For achiviehrough this, t

ir density is lnd it causes laty of wing an

ce time. Optimr aspect ratioeakened wingt to tip, can costructure stiffnt makes requirheoretically. Ue to install moAs the final ou

h of base mod

LE wing wereis very high, aeving 24-hourthe following

low. So for aarge deformatind increases

mization resulto causes mog has large deontrol the win

fness lower, sored power lowUnder same grore battery. It utcome, additi

del, required

e performed. and for wing r continuous conclusions

aerodynamic ion of wing. accuracy of

t has higher ore efficient eflection but ng deflection o make more

wer. ross weight, also makes

ional battery

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660

Page 9: [American Institute of Aeronautics and Astronautics 30th AIAA Applied Aerodynamics Conference - New Orleans, Louisiana ()] 30th AIAA Applied Aerodynamics Conference - Fluid-Structure

American Institute of Aeronautics and Astronautics

9

References 1Noth, A., Siegwart, R., “Design of Solar Powered Airplanes for Continuous Flight,” Ph.D. Dissertation, Dept. of Technical

Science, Swiss Federal Institute of Technology, Zurich, 2008. 2Min, S. G., “Multidisciplinary system Design Optimization of a Solar Powered HALE UAV for All-Year-Round Operation,”

MS Dissertation, Mechanical and Aerospace Engineering Dept., Seoul National Univ., Seoul, 2011. 3Sean Wakayama, “Lifting Surface Design Using Multidisciplinary Optimization,” Ph.D. Dissertation, Aeronautics and

Astronautics Dept., Stanford Univ., 1994. 4Kim, J. H., Jun, S. O. and Hur, D. Y., “Simultaneous Aero-Structural Design of HALE Aircraft Wing using Multi-Objective

Optimization,” Journal of the Korean Society for Aeronautical and Space Sciences, Vol. 39, No. 1, 2010, pp. 50~55. 5Kim, J. H., Jun, S. O. Kim, B. G. Jun, Y. H., and Lee, D. H., “Static Aeroelastic Analysis using VMT Method and Dynamic

Mesh,” Korean Society for Aeronautical and Space Sciences Conference, 2006. 11. 6Jun, S. O., Park, K. H. Cho, M. H., and Lee, D. H., “Proper Orthogonal Decomposition with a Neural Network for

Aerodynamics/Structure Design Optimization,” Korean Society for Aeronautical and Space Sciences Conference, 2010. 11. 7Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and Meyarivan, T., “A Fast and Elitist Multiobjective Genetic Algorithm :

NSGA-II,” IEEE Transactions On Evolutionary Computation, Vol. 6, No. 2, 2002, pp. 182~198. 8Langford, J., “The Deadalus Project : A Summary of Lessons Learned,” AIAA/AHS/ASEE Aircraft Design, Systems and

Operations Comference, 1989. 9Cruz, Juan, R., “Weight Analysis of the Daedalus Human-powered Aircraft,” OSTIV Conference, Wiener Neustadt, Austria,

1989. 11Cestino, E., “Design of Solar High Altitude Long Endurance Aircraft for Multi Payload and Operations,” Aerospace

Science and Technology, Vol. 10, No. 10, 2006, pp. 541~550. 12Ramanathan, K., Keane, R., and Noufi, R., “Properties of High-Efficiency CIGS Thin-Film Solar Cells,” IEEE

Photovoltaics Specialists Conference and Exhibition, NREL/CP-520-37404, Lake Buena Vista, Florida, 2005. 13Sion Power Website,URL: http://www.sionpower.com 14Park, K. H., “Multidisciplinary Design Optimization(MDO) of a Medium-Sized Solar Powered HALE UAV Considering

Energy Balancing, Journal of the Korean Society for Aeronautical and Space Sciences, Vol. 40, No. 2, 2012, pp. 129~138. 15Mehdi Hajianmaleki, “Conceptual Design Method for Solar Powered Aircrafts,” AIAA Aerospace Sciences Meeting

including the New Horizons Forum and Aerospace Exposition, Orlando, Florida, 2011. 16Bailey, M. D., Bower, M. V., “High Altitude Solar Power Platform,” NASA TM-103578, 1992.

Dow

nloa

ded

by P

EN

NSY

LV

AN

IA S

TA

TE

UN

IVE

RSI

TY

on

Sept

embe

r 26

, 201

3 | h

ttp://

arc.

aiaa

.org

| D

OI:

10.

2514

/6.2

012-

2660