This document summarizes research on analyzing the aero-elastic behavior of composite wing structures. The researchers used a velocity-damping method to estimate flutter speed and frequencies. They developed a finite element model of a composite wing and analyzed its normal modes to obtain natural frequencies. These frequencies were input into an analytical code to compute the wing's flutter speed. The analysis showed the composite wing had a higher flutter speed of 283.4 m/s compared to 264.6 m/s for an existing metallic wing, demonstrating improved aero-elastic performance from the composite material.
Intelligent back analysis using data from the instrument (poster)Hamed Zarei
This document presents a model using artificial neural networks for back analysis of tunnel monitoring data from the Chehel Chai water conveyance tunnel in Iran. Input data from 27 parameters across 3 categories were used to train a neural network model on results from 18 convergence stations. The trained model was then able to accurately estimate rock mass elasticity and in situ stress values based on new monitoring data, demonstrating its effectiveness for intelligent back analysis of future tunnel monitoring results.
IRJET- Planning and Design of Container TerminalIRJET Journal
This document discusses the planning and design of a container terminal including a breakwater, jetties, and wharf. It aims to satisfy prompt accommodation of ships with minimum wait times while maximizing berth usage. The design approach considers loads like dead load, live load, mooring forces, berthing forces, wind, and seismic loads. The breakwater, jetties, and wharf are designed to withstand these loads through their structural components. Analysis of the designs is conducted using software to compare with manual calculations. The terminal is planned in phases to ultimately reach a capacity of 127 million metric tons per annum.
The document summarizes the design and testing of contra-rotating propellers (CRPs) for a solar-powered boat. It describes modifying an open-source propeller design program called OpenProp to model CRPs, parametric studies to select propeller dimensions, manufacturing the CRP system using a CNC mill, and preliminary testing that showed a 3% improvement in efficiency over a single propeller. The overall goal was to design, build, and test CRPs for an upcoming solar boat race.
The document is a project report on parametric design and optimization of propellers using Grasshopper. It discusses using Grasshopper to build a parametric model of the Wageningen B-screw propeller series. The report reviews literature on ship propellers and propulsion. It then analyzes the geometry and performance characteristics of the Wageningen B-screw series. The main body of the report describes realizing a parametric model of the propeller series in Grasshopper that allows modifying the geometry and calculating performance based on parameters. The model is then tested and potential further work is discussed.
CFD is a critical tool for scramjet engine design and analysis because it is not possible through ground testing to exactly reproduce hypersonic flight conditions or measure all relevant properties. CFD is used to extrapolate ground test results to flight conditions, examine the effects of modeled conditions, and identify configurations through sensitivity studies. Current CFD for scramjet design uses 3D steady-state RAS with eddy viscosity turbulence models and reduced finite rate chemical kinetics. Limitations include uncertainty in turbulence modeling and inability to capture important unsteady effects. Advanced techniques like hybrid RAS/LES and PDF methods show promise but require significantly more computational resources.
The document describes a discrete-time Kalman filter implemented in MATLAB to estimate the position of an underwater vehicle using sensor measurements. It presents the state space modeling equations used in the filter, including modifying the state vector to address non-linearities in the direction measurement. Simulation results using a carefully designed trajectory show the filter provides estimates with errors generally within a few meters for position, a few centimeters for velocity bias, and a few meters for range over 1000 iterations.
Optimization of Time Restriction in Construction Project Management Using Lin...IJERA Editor
This study is an attempt to identify the minimum time of a construction project using the critical path method
and linear programming model. A systematic analysis is attempted by developing a work breakdown structure
for entire project to establish work elements for quantifying various resources against time and cost. A network
is established taking into consideration all the predecessor and successor activities. The network is then
optimized through crashing of activities so as to obtain optimal solution and serves as a base for optimizing total
project cost. Finally, linear programming model is used to formulate the system of crashing network for
minimum time by LINGO model and Microsoft Excel. These models consider many considerations of project
thus reducing the duration of project. Ultimately, comparison of both the software outputs and the manual
calculations is done and the best verifier is determined.
This document provides a summary of a presentation on Bayesian tutorials and examples. It includes three examples: 1) Using Bayesian analysis to determine extinction symbol groups from facility data. 2) Applying maximum likelihood estimation to optimize structural parameters. 3) Extending Monte Carlo methods with Hybrid Monte Carlo for global optimization. The document discusses key Bayesian concepts and notation, outlines the examples and applications, and reviews statistical optimization methods.
The document discusses a study using computational fluid dynamics (CFD) and temperature sensitive paint (TSP) to analyze the aerothermodynamic response of three hypersonic vehicle geometries - the Reference Flight System model G (RFSG), a Generic Hypersonic Vehicle (GHV), and the Hypersonic International Flight Research Experimentation Program-Flight 1 (HIFiRE-1) payload geometry. The study aims to validate the aero-thermal capabilities of the Mach 6 wind tunnel at Wright-Patterson Air Force Base by comparing TSP temperature distributions from wind tunnel tests to results from the CFD codes CBAero and UNLATCH. Preliminary TSP temperature distributions for the HIFiRE
New controllers efficient model based design methodAlexander Decker
This document proposes new methods for designing P, PI, PD, and PID controllers based on selecting the controller gains based on the plant's parameters. The goal is to achieve acceptable stability and medium fast response. Expressions are proposed for calculating the controller gains for first-order, second-order, and time-delay systems based on the plant's time constant, damping ratio, and natural frequency. The proposed controller design methods are tested on first, second, and first-order systems with time delay using MATLAB/Simulink. The results show the methods can achieve acceptable stability and medium fast response with minimum steady state error by selecting a single tuning parameter.
This document proposes new methods for horizon line detection in marine images captured using infrared or visible light cameras. It discusses existing methods like edge detection and Hough transform (EDHT) and introduces improvements. A new histogram-based method is proposed that segments an image into sky and sea regions by comparing regional probability distribution functions (PDFs) or histograms and selecting the line that maximizes the statistical distance between the PDFs. The document also describes combining EDHT with a statistical criterion to select the optimal line among candidate lines detected in the image. It compares these methods quantitatively and visually on test images and concludes that the introduced methods can benefit applications like tracking, navigation and target recognition from marine imagery.
Episode 50 : Simulation Problem Solution Approaches Convergence Techniques S...SAJJAD KHUDHUR ABBAS
Episode 50 : Simulation Problem Solution Approaches Convergence Techniques Simulation Strategies
3.2.3.3. Quasi-Newton (QN) Methods
These methods represent a very important class of techniques because of their extensive use in practical alqorithms. They attempt to use an approximation to the Jacobian and then update this at each step thus reducing the overall computational work.
The QN method uses an approximation Hk to the true Jacobian i and computes the step via a Newton-like iteration. That is,
SAJJAD KHUDHUR ABBAS
Ceo , Founder & Head of SHacademy
Chemical Engineering , Al-Muthanna University, Iraq
Oil & Gas Safety and Health Professional – OSHACADEMY
Trainer of Trainers (TOT) - Canadian Center of Human
Development
High speed cordic design for fixed angle of rotationIAEME Publication
This document summarizes a proposed high speed CORDIC design for fixed angle rotation. It begins with an abstract describing the CORDIC algorithm and its applications in digital signal processing, graphics, and other fields. It then discusses prior CORDIC methodologies and their limitations before proposing optimizations to reduce latency and complexity for fixed angle rotation. Specifically, it proposes optimized micro-rotations for fixed angles, single and bi-rotation CORDIC circuits, and carrying out additions using carry select adders to improve speed. The goal is a high speed and less complex CORDIC scheme for fixed angle vector rotation.
To compare different turbulence models for the simulation of the flow over NA...Kirtan Gohel
The document describes a project to compare different turbulence models for simulating flow over a NACA0015 airfoil. The objective is to determine the most suitable turbulence model. Three models will be compared - k-omega SST, k-epsilon standard, and k-kl-omega. Flow over the airfoil will be simulated at different angles of attack using ANSYS Fluent. Lift and drag coefficients will be observed and compared to experimental data to evaluate which model most accurately captures the airfoil's performance.
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
This document proposes a modified design for a three-loop lateral missile autopilot based on linear quadratic regulator (LQR) and a reduced order observer. The design improves on previous three-loop autopilot designs by 1) reducing the initial negative peak in response due to non-minimum phase properties, 2) reaching a steady state flight path rate of 1 for a unit step input command, eliminating steady state error. The modified design uses a reduced order Das & Ghosal observer, output feedback, and LQR state feedback to optimally place closed loop poles for desired time domain performance. Simulation results demonstrate the improved performance over classical two-loop and three-loop autopilot designs.
ESTIMATE OF THE HEAD PRODUCED BY ELECTRICAL SUBMERSIBLE PUMPS ON GASEOUS PETR...ijaia
This paper reports successful development of an exact and an efficient radial basis function network (RBFN) model to estimate the head of gaseous petroleum fluids (GPFs) in electrical submersible pumps (ESPs). Head of GPFs in ESPs is now often estimated using empirical models. Overfitting and its consequent lack of model generality data is a potentially serious issue. In addition, available data series is fairly small, including the results of 110 experiments. All these limits were considered in RBFN design process, and highly accurate RBFNs were developed and cross validated.
Research Summary: Scalable Algorithms for Nearest-Neighbor Joins on Big Traje...Alex Klibisz
Research summary for my STAT645 course fall 2016. Paper Scalable Algorithms for Nearest-Neighbor Joins on Big Trajectory Data by Fang, Cheng, Tang, Maniu, Yang. http://ieeexplore.ieee.org/document/7498408/
This document discusses an aeroelastic analysis of a stiffened composite wing structure conducted by researchers at Aeronautical Development Establishment. The researchers used the velocity-damping method to estimate the flutter speed and frequencies of an unmanned aerial vehicle's composite wing. Finite element modeling was conducted to determine the wing's natural frequencies. Input parameters were used in a MATLAB code developed based on the velocity-damping method equations to calculate the flutter speed. Results showed improved flutter speeds for the composite wing structure compared to an existing metallic wing design.
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...IAEME Publication
The purpose of this study is to optimize the energy efficiency of a wind turbine
blade and reduce its cost. In this paper, we define several optimization targets such as
maximizing Cl / Cd ratio and minimizing the deformation and mass of the blade. To
solve this multi-objectives optimization problem, we used the ant colony heuristic
optimization method on a blade model computed by the BEM and the FEM methods.
The optimization results are compared with the results obtained by the BEM method.
This academic article discusses numerical flow simulation of an elbow draft tube using STAR-CCM+ software. It summarizes the steps taken which include geometric modeling of the draft tube, mesh generation, specification of parameters like material properties and boundary conditions, and setting up the implicit unsteady simulation. Results of the simulation like pressure and velocity variations along the draft tube over different time steps are presented. Key findings are that pressure and velocity distributions are affected by time step size, with smaller time steps showing more uniform distributions. Performance metrics like head recovery and efficiency of the draft tube are computed and seen to decrease initially with time step before leveling off.
IRJET- Comparative Study of Performance of 60 Storey Steel Buildings with...IRJET Journal
This document presents a comparative study of the performance of 60-storey steel buildings with exoskeleton, framed tube, and conventional structural systems under dynamic loading. Three structural models were created and analyzed using ETABS software. The models were subjected to dynamic earthquake and wind loading based on response spectrum and gust factor methods respectively. Results showed that the exoskeleton system performed best in terms of lowest displacement, drift, and shear values compared to the other systems. The framed tube system also performed better than the conventional system. The exoskeleton system was found to be the stiffest system and most effective in resisting lateral loads from earthquakes and wind.
Research Inventy : International Journal of Engineering and Science is published by the group of young academic and industrial researchers with 12 Issues per year. It is an online as well as print version open access journal that provides rapid publication (monthly) of articles in all areas of the subject such as: civil, mechanical, chemical, electronic and computer engineering as well as production and information technology. The Journal welcomes the submission of manuscripts that meet the general criteria of significance and scientific excellence. Papers will be published by rapid process within 20 days after acceptance and peer review process takes only 7 days. All articles published in Research Inventy will be peer-reviewed.
Research Inventy : International Journal of Engineering and Science is published by the group of young academic and industrial researchers with 12 Issues per year. It is an online as well as print version open access journal that provides rapid publication (monthly) of articles in all areas of the subject such as: civil, mechanical, chemical, electronic and computer engineering as well as production and information technology. The Journal welcomes the submission of manuscripts that meet the general criteria of significance and scientific excellence. Papers will be published by rapid process within 20 days after acceptance and peer review process takes only 7 days. All articles published in Research Inventy will be peer-reviewed.
The document describes an experiment to validate a novel controller called a Piecewise Predictive Estimator (PPE) that aims to increase the frequency response of an aerospace electro-mechanical actuator (EMA) by reducing phase lag. The experiment showed that combining a PID controller with PPE increased the EMA's bandwidth from 22Hz to 25Hz without increasing noise levels, validating that PPE successfully enhances EMA performance by reducing phase lag at higher frequencies. The document also provides background on EMA modeling and design challenges, and discusses PID, LQR, and PPE controller design approaches.
The researchers used strain gauges to experimentally determine the drag coefficient of a scale model Toyota car. Tests were conducted in a subsonic wind tunnel from 21.17 to 33 m/s. Drag coefficients were obtained ranging from 1.10 to 0.53, decreasing about 50% over the speed range tested. Flow visualization showed recirculating vortices at the rear that influence drag. Measurement errors for velocity, drag force, and drag coefficient decreased with increasing air speed.
Experimental investigations of microstrip distributed memsIAEME Publication
This document summarizes an experimental investigation of a microstrip distributed MEMS transmission line phase shifter. It presents the measured and simulated results of a microstrip conductor that is lifted from the ground plane to form a parallel plate capacitance. The structure achieved a measured phase shift of 5 degrees at 10 GHz with a loss of 3.46 dB, compared to simulated values of 9 degrees and 0.41 dB. The document also describes the design, fabrication, and testing of the phase shifter, including calculating its characteristic impedance, phase velocity, and phase shift through simulation and analytical formulas.
Estimation of Base Drag On Supersonic Cruise MissileIRJET Journal
This document discusses methods for estimating base drag on supersonic cruise missiles. It compares Brazzel's method, a classical model, to a modified model. CFD analysis is conducted using a 2D axisymmetric missile model in GAMBIT and FLUENT to numerically predict base drag. Results from the classical and modified methods are compared, showing good agreement with average 5.3% error. The study concludes that base drag decreases with increasing altitude and Mach number, improving missile performance at higher exit Machs and altitudes where ambient pressure is lower.
IRJET- Experimental and Numerical Analysis of Rectangular, Tapered and Tapere...IRJET Journal
The document presents a numerical and experimental analysis of the aerodynamic parameters like lift and drag for three wing configurations: rectangular, tapered, and tapered swept back wings. Computational fluid dynamics (CFD) was used to simulate the flow and calculate lift and drag values, which were then validated with experimental wind tunnel testing. The numerical results showed good agreement with experimental values for the rectangular and tapered wings but around a 22% error for the tapered swept wing. Overall, the rectangular wing was found to have the highest lift performance and lowest drag of the three configurations in subsonic flow.
Evaluation of Power Density for Three Phase Double-Sided Axial Flux Slotted P...IJCSEA Journal
This document evaluates and compares the power density of two topologies for double-sided axial flux permanent magnet generators: the one-stator-two-rotor (TORUS) topology and the two-stator-one-rotor (AFIR) topology. It presents sizing equations for calculating dimensions and power output of generators for each topology. Simulation results show that the TORUS generator has higher power density at higher air gaps and current density, while the AFIR generator has higher power density at lower current density and higher electrical loading. The maximum power density between the topologies depends on factors like air gap length, electrical loading, and current density.
Evaluation of Power Density for Three Phase Double-Sided Axial Flux Slotted P...IJCSEA Journal
There are two topologies for slotted double-sided axial flux permanent magnet generator (AFPG). Choosing an AFPG with high power density is an important parameter in applications. Hence, power density Evaluation between double-sided AFPM generators topologies is necessary. In this paper, the sizing equations of axial flux slotted one-stator-two-rotor (TORUS) and two-stator-one-rotor (AFIR) type PM generators is presented and comparison of the TORUS and AFIR topologies in terms of power density is illustrated. Finally a high power double-sided AFPG is introduced in the paper.
Experimental Study on Tuned Liquid Damper and Column Tuned Liquid Damper on a...IRJET Journal
This document presents an experimental study on using tuned liquid dampers (TLDs) and column tuned liquid dampers (CTLDs) to reduce vibrations in a 3-story framed structural model subjected to seismic excitation. A scaled physical model was constructed and various damper configurations were tested on a shake table. Test results showed that both TLDs and CTLDs significantly reduced the maximum displacement of the structure compared to no damper. Optimal mass ratios were identified, with TLD mass ratios of 30-75% and CTLD mass ratios of 45-55% providing vibration reductions over 65% for different input frequencies. TLDs and CTLDs harness the movement of liquid in a rigid container to dissipate
INVESTIGATION EFFECTS OF BACKWARD AND FORWARD BLADE SKEW MODES APPLIED TO AXI...IRJET Journal
This document summarizes a study that investigated the effects of backward and forward blade skew modes applied to axial flow turbo machinery using computational fluid dynamics (CFD) tools and analysis of experimental data from literature. Low-aspect-ratio rotors with forward and backward skew were modeled and their performance was compared to an unskewed datum rotor at various flow rates, spanwise positions, and efficiencies. The CFD results showed that at the design flow rate, forward skew reduced radially outward flow along the span, especially near the tip. It also provided greater efficiency up to 75% of the blade span compared to other rotors. Near the tip, forward skew increased inlet axial velocities and decreased them at smaller radii. Outlet axial
THREE DIMENSIONAL STUDIES ON FLOW DISTRIBUTIONS IN SAVONIOUS ROTORSIRJET Journal
This document describes a three-dimensional computational fluid dynamics (CFD) analysis of flow distributions in Savonious wind rotors. The study aims to provide a more realistic understanding of rotor behavior compared to previous two-dimensional analyses. A basic two-bucket Savonious rotor design is modeled using commercial CFD software. Velocity, pressure, and flow patterns are analyzed at different sections along the rotor and compared to 2D results. The 3D analysis provides more detailed insight into fluid flow near the rotor ends and within the buckets compared to 2D analyses.
Implementation and assemplingof a small wind turbineRayan Hameed
This document summarizes a student project to assemble and implement a small wind turbine. It includes the following:
1) The project aims to assemble unlabeled wind turbine components in the lab to understand how wind energy is converted to electricity.
2) Challenges include a lack of documentation for the components and difficulties integrating the mechanical parts.
3) A preliminary simulation of the wind turbine system was developed in Simulink to model the rotor dynamics, induction generator, and wind energy conversion process.
4) While the project faced challenges integrating the unlabeled components, it provides an educational opportunity to learn about renewable energy systems.
SELECTION AND ANALYSIS OF AN AIRFOIL FOR FIXED WING MICRO UNMANNED AERIAL VEH...IRJET Journal
This document discusses the selection and analysis of an airfoil for a fixed-wing micro unmanned aerial vehicle (UAV). It outlines the methodology used, which included calculating the Reynolds number, theoretical maximum lift coefficient, and selecting criteria. Over 2000 airfoils were analyzed using their aerodynamic characteristics graphs from software. The MH113 airfoil was selected based on having the highest maximum lift-to-drag ratio, maximum lift coefficient, and smooth stall behavior. Computational fluid dynamics analysis in ANSYS of the MH113 airfoil validated the predicted aerodynamic performance. The selected airfoil will be used for the design of the micro UAV wing.
Concurrent Ternary Galois-based Computation using Nano-apex Multiplexing Nibs...VLSICS Design
Novel realizations of concurrent computations utilizing three-dimensional lattice networks and their corresponding carbon-based field emission controlled switching is introduced in this article. The formalistic ternary nano-based implementation utilizes recent findings in field emission and nano applications which include carbon-based nanotubes and nanotips for three-valued lattice computing via field-emission methods. The presented work implements multi-valued Galois functions by utilizing concurrent nano-based lattice systems, which use two-to-one controlled switching via carbon-based field emission devices by using nano-apex carbon fibers and carbon nanotubes that were presented in the first part of the article. The introduced computational extension utilizing many-to-one carbon field-emission devices will be further utilized in implementing congestion-free architectures within the third part of the article. The emerging nano-based technologies form important directions in low-power compact-size regular lattice realizations, in which carbon-based devices switch less-costly and more-reliably using much less power than silicon-based devices. Applications include low-power design of VLSI circuits for signal processing and control of autonomous robots.
This document discusses a project that aims to predict the performance of a supersonic axisymmetric air intake through numerical simulation. It begins with an introduction that outlines the objectives of evaluating intake performance and efficiency. Chapter 2 then provides a literature review on topics like supersonic inlets, ramjet stationing, types of inlets including axisymmetric and two dimensional designs, and types of compressions. Chapter 3 focuses more on supersonic axisymmetric inlets, discussing their geometry, modes of operation, influencing parameters, and technical issues. Chapter 4 defines problems associated with inlets like flow separation and boundary layer bleed. The document outlines the use of software tools Gambit and Fluent to simulate the intake geometry and analyze results.
2. 248 B. PATTABHI RAMAIAH et al. / ADVANCES IN VIBRATION ENGINEERING, 8(3) 2009
a = Distance between the elastic axis and the center of mass
ra = Radius of gyration about the
= Sweepback in deg
k = Reduced frequency bω/u
C(k) = Theodorsen function
ωα = Torsional frequency in rad/s
2 Introduction
The prime objective of the structural engineer is to design an airframe whose flight envelope is limited by
engine power rather than its structural limitations[1]. The computation of the flutter speed for rectangular
wing is discussed in ref.[2] A computer program for the flutter analysis including the effects of rigid-roll
and pitch of swept wing subsonic aircraft is given in ref.[3] Interactive software for wing flutter analysis
was developed including the effects of change in Mach number, dynamic pressure, torsional frequency,
sweep and mass ratio in ref.[4] In the present work an attempt is made to estimate the flutter speed using
the well-known Velocity-damping (V -g) method for the unmanned aerial vehicles inputting uncoupled
bending and torsional frequencies estimated from the numerical codes. A computer code is developed
to extract the complex Eigen value for the estimation of the flutter speed of the UAVs. Considerable
improvement in the flutter speed is seen compared to the existing wing structure.
3 Evaluation of the Flutter Speed by V-g Method
The Velocity-Damping method, abbreviated as V -g method, basically deals with strain energy and
kinetic energy of the structure and the aerodynamic damping. The structural damping ratio g is plotted
against the vehicle velocity for each vibration mode. The values of the damping ratio are negative up to
certain speeds and changes the sign as the structure absorbs energy from the free stream, resulting into
self-excited diverging oscillations. The speed, which corresponds to zero value of the damping ratio g
in the V -g curve, could be taken as the critical flutter speed. The algorithm used to estimate the flutter
speed is given below.
The strain energy of the anisotropic plate
V =
1
2
l
0
+c/2
−c/2
∇2
∇2
wdydx (3.1)
and for the rectangular composite panel,
V =
1
2
l
0
+c/2
−c/2
[D11(W,XX)2
+ 2D12W,XXW,YY + D22(W,YY )2
+ 4D16W,XXW,XY + 4D26W,YY W,XY + 4D66(W,XY )2
]dydx (3.2)
3. AERO-ELASTIC ANALYSIS OF STIFFENED COMPOSITE WING STRUCTURE 249
where
Dij =
n
k=1
(Qθ
ij )k
(Z3
k − Z3
k−1)
3
(3.3)
The kinetic energy of the plate can be written as
T =
1
2
l
0
+c/2
−c/2
m{ ˙ω}2
dxdy (3.4)
where m = ρwtw · ρw is the specific gravity of the wing structure and tw is the thickness of the wing.
The Lagrange’s equations of motion, ref.[8],
d
dt
∂T
∂q•
i
+
∂V
∂qi
−
∂T
∂qi
= Qi (3.5)
Assuming sinusoidal motion for the vibration mode and neglecting warping stiffness of the structure,
the equations of motion can be written as
− ω2
[Mij ]
q1
q2
+ [Kij ]
q1
q2
=
Q1/eiωt
Q2/eiωt (3.6)
where
[Mij ] =
mclI4 0
0 mclI5
12
(3.7)
and
[Kij ] =
D11cI7
l3
2D16I6
l3
2D16I6
l2
4D66I8
cl
(3.8)
where I4, I5, I6, I7, I8 are Non-dimensional integral expressions as given in ref.[6]
The aerodynamic forces acting on the structure are, ref.[8]
LE = ω2
πρb3
(L1 + iL2)
wE
b
+ (L3 + iL4)α eiωt
(3.9)
L1 + iL2 = 1 −
2i
k
c(k) (3.10)
L3 + iL4 = a +
2c(k)
k2
+
i
k
[1 + (1 − 2a)c(k)] (3.11)
ME = ω2
πρb4
(M1 + iM2)
wE
b
+ (M3 + iM4)α eiωt
(3.12)
M1 + iM2 = 1 −
i(1 + 2a)
k
c(k) (3.13)
4. 250 B. PATTABHI RAMAIAH et al. / ADVANCES IN VIBRATION ENGINEERING, 8(3) 2009
M3 + iM4 =
1
8
+ a2
+
(1 + 2a)c(k)
k2
+
i
k
1
2
− 2a2
c(k) −
1
2
− a (3.14)
Q1 = ωπρb3
(L1 + iL2)
lI4q1
b
+ (L3 + iL4)
lI3q2
c
eiωt
(3.15)
Q2 = ω2
πρb4
(M1 + iM2)
lI3q1
bc
+ (M3 + iM4)
lI3q2
c
eiωt
(3.16)
Now the Flutter problem can be formulated as
[K − ω2
A]{q} = 0 (3.17)
where the stiffness matrix K and aerodynamic matrix A are defined below
K11 =
CD11I7
l3
(3.18)
K12 =
2D16I6
l2
(3.19)
K21 = K12 (3.20)
K22 =
4D66I8
cl
(3.21)
A11 = mclI4 + πρbI4(L1 + iL4) (3.22)
A12 =
πρlb3I3
c
(L1 + iL4) (3.23)
A21 =
πρlb3I3
c
(M1 + iM4) (3.24)
A22 =
mclI5
12
+
πρlb4I5
c2
(M1 + iM4) (3.25)
The flutter frequency ω, the damping ratio g and the flutter speed u are extracted from
ω =
1
√
Re(z)
(3.26)
g =
Im(z)
Re(z)
(3.27)
u =
bω
k
(3.28)
5. AERO-ELASTIC ANALYSIS OF STIFFENED COMPOSITE WING STRUCTURE 251
Fig. 1 Mathematical idealization of airfoil
4 Estimation of Flutter Speed of an Airfoil
The Idealized Mathematical model of the wing to estimate the flutter speed is shown in
Fig. 1.
The wing airfoil is assumed to be thin and the motion is assumed as simple harmonic. Hence
the second order linear differential equation of the system, in generalized coordinates can be written
as[14]
m¨h + Sα ¨α + mω2
hh = Qh (4.1)
Sα ¨h + Iα ¨α + Iαω2
αα = Qα (4.2)
and the flutter speed can be estimated from the determinant given below
m
πρb2 1 −
ω2
hω2
α
ω2
αω2 + Lh xα
m
πρb2 + Lα − Lh
1
2 + α
xα
m
πρb2 + 1
2 − Lh
1
2 + α
r2
a
m
πρb2 1 −
ω2
α
ω2 + Mα
− 1
2 + Lα
1
2 + α + Lh
1
2 + α
2
(4.3)
Analytical code in MatLab has been developed to evaluate (4.3). The flutter speed can be obtained
by letting the determinant to go to zero. Some of the variables used in the code are listed
below.
6. 252 B. PATTABHI RAMAIAH et al. / ADVANCES IN VIBRATION ENGINEERING, 8(3) 2009
The Theoderson function
C(k) =
H2
1 (k)
H2
1 (k)
+ iH2
0 (k) (4.4)
where H is the Hankel functions[12]. The aerodynamic coefficients are given by[13]
Lh = 1 − 2i
ν
bω
(F + iG) (4.5)
Lα =
1
2
− i
ν
bω
[1 + 2(F + iG)] − 2
ν
bω
2
(F + iG) (4.6)
Mh =
1
2
(4.7)
Mα =
3
8
− i
ν
bω
(4.8)
5 Results and Discussion
Fig. 2 Finite element model of the composite wing
Figure 2 shows the finite element model of the com-
posite wing developed in Hypermesh, in order to esti-
mate the normal modes.
Free-Free boundary conditions are imposed on the
wing and the Normal Modes analysis is performed
using MSc. Nastran. The first three modes are given
in Figs. 3, 4 and 5 respectively.
Knowing Natural frequencies of the FRP wing
from the numerical model, the flutter speed can be
Fig. 3 First bending (50 Hz) Fig. 4 Second bending (81.8 Hz) Fig. 5 Third twisting (112.3 Hz)
7. AERO-ELASTIC ANALYSIS OF STIFFENED COMPOSITE WING STRUCTURE 253
Fig. 6 Output for high speed composite UAV
Table 1 Input data for high speed composite wing, used in MatLab code
Sl. No. Parameter Values
1 Non-Dimensional Mass Ratio 105.04
2 Bending frequency – rad/s 314.78
3 Second Bending frequency – rad/s 513.96
4 Air density – kg/m3
1.2260
5 Radius of Gyration 0.5750
6 Distance between mid chord and Flexural axis in semi chord length 0.1500
7 Distance between mid chord and Center of mass in semi chord length −0.4000
estimated using (4.3). The various input parameters of reduced frequency for composite and metallic
wings are listed in Tables 1 and 2 respectively.
From the data listed in Tables 1 and 2 the V -g diagrams have been plotted in MatLab and the output
is shown in Figs. 6 and 7, for composite and metallic wing respectively. The methodology is discussed
in ref.[15]
8. 254 B. PATTABHI RAMAIAH et al. / ADVANCES IN VIBRATION ENGINEERING, 8(3) 2009
Table 2 Input data for high speed metallic wing, used MatLab code
Sl. No. Parameter Values
1 Non-Dimensional Mass Ratio 64.430
2 Bending frequency – rad/s 150.79
3 Torsional frequency – rad/s 251.33
4 Air density – kg/m3
1.2260
5 Radius of Gyration 0.5750
6 Distance between mid chord and Flexural axis in semi chord length 0.1500
7 Distance between mid chord and Center of mass in semi chord length −0.4000
Fig. 7 Output for high speed UAV
6 Conclusions
An attempt has been made here to replace the existing wing with that of the composite wing (GFRP)
and the flutter speed of the wing was found to be 283.40 m/s as listed in Table 3, and the corresponding
9. AERO-ELASTIC ANALYSIS OF STIFFENED COMPOSITE WING STRUCTURE 255
Table 3 Comparison of flutter speeds from for metallic and composite wings
Flutter Flutter-Dive
Method Speed (m/s) Speed Ratio
Ug-Method (Composite wing) 283.40 1.310
Ug-Method (Existing wing) 264.56 1.225
flutter frequency of the wing was found to be 54.5 Hz. This is a considerable improvement in the flutter
speed of the wing, which was found to be 264.56 m/s and the corresponding flutter frequency of 33 Hz,
estimated using ug-Method, AVP-970 standards. The composite wing can be tailored aero elastically to
study the wing divergence (static instability) and the control reversal effects.
References
[1] Weishaar, T. A. and Foist, B. L., Vibration and flutter of advanced lifting surfaces, Proceedings of
24th AIAA/ASME/ASCE/AHS Structures, Structural Dynamics and Materials Conference, Lake
Tahoe, Nev., part 2, pp. 498–508, 1983.
[2] Bennet, G., Modeling of wing weight for high altitude long endurance aircraft, part 1, Unmanned
systems, Vol. 13(1), 1995.
[3] Houser, J. M. and Manual Stein, Flutter analysis of swept wing subsonic aircraft with parameter
studies of composite wings, NASA TN D-7539, 1974.
[4] Vivek Mukhopadhyay, An interactive software for conceptual wing flutter analysis and parametric
study, NASA TM-110276, 1996.
[5] Aviation Practices Standard. 970, Aero-Elasticity, leaflet 500/3, Vol. (1), 1963.
[6] Howell, S. J., Aeroelastic flutter and divergence of graphite/epoxy cantilevered plates with bending
torsion coupling, M. S. Thesis, Department of Aeronautics and Astronautics, M. I. T., 1981.
[7] Aston, J. E. and Whitney, J. M., Theory of laminated plates, Technomic Publishing Co., Stanford,
Conn., 1970.
[8] Dugundji and Brain J. Ladsberger, Experimental aeroelastic behavior of unswept and forward
swept cantilever graphite/epoxy wings, J. Aircraft, pp. 679–686, 1985.
[9] NISA, Aeroelasticity manual display IV, EMRC, Vol. 1, 2004.
[10] V. Prabhakaran, et al., Composite wing design for falcon airframe, ADE/IR, 1999.
[11] Upadhyaya, A. R., et al., Modal analysis of a cropped delta wing of an unmanned aircraft,
NASAS-90, pp. 1–21, 1990.
[12] Fung, Y. C., The theory of aeroelasticity, galcit aeronautical series, John Wiley & Sons, 1955.
[13] Scanlan and Rosenbaum, Introduction to the study of vibration aircraft vibration and flutter, The
Macmillan Company, New York, 1951.
[14] Bishplingoff, R. L., Ashley, H. and Halfman, R. L., Aeroelasticity, Addison-Wesley Publishing
Co., Reading, Mass, 1955.
[15] Richardson, J. R., A more realistic method for routine flutter calculations, AIAA sympo-
sium on structural dynamics and aeroelasticity, Boston/Massachussets, August 30, September 1,
pp. 10–17, 1965.