Optimization is a method of searching of best available value for a given objective function w.r.t constrains. Airplanes always need improvement in their design as part of evolution and survival.
NASA and its industry partners are investigating a blended wing aircraft concept for potential use as a future air transport for both civilian and military applications. https://www.nasa.gov/centers/langley/news/factsheets/FS-2003-11-81-LaRC.html
Optimization of Bolted Joints for Aircraft Engine Using Genetic AlgorithmsIJMER
Genetic Algorithms mimic the evolving technique of nature to better fit populations to a certain environment. Despite this technique has proved its adequacy in several fields, its application in Aerospace is still limited, mostly because of the high quantity of acceptability criteria that the design
must pass and the amount of design parameters. The presented paper explores required GA architecture’s adaptations to be applied in highly restricted systems such as those commonly found in Aerospace applications. The proposed GA was applied to the design of an Aircraft Engine’s Axial Casing bolted joint following static strength restrictions as per FAR 33 regulations. The set of Elitism,
interdependent geometric restrictions, Crossing, and Reproduction modules proved the applicability of
the presented multi-objective GA architecture under 14 restrictions for normal, limit and ultimate loads.
As it is described, the conversion is quickly achieved due to the shortage of the search space; therefore a
modified Variable Crossing per Scheme is proposed to expand the diversity of the genome to compensate
the relatively low impact of the Mutation module. Finally, the process and solutions found were compared against the traditional design process, showing the feasibility of this technique in complex applications in terms of quality of the solution and developing time.
International Journal of Engineering Research and Development IJERD Editor
• Electrical, Electronics and Computer Engineering,
• Information Engineering and Technology,
• Mechanical, Industrial and Manufacturing Engineering,
• Automation and Mechatronics Engineering,
• Material and Chemical Engineering,
• Civil and Architecture Engineering,
• Biotechnology and Bio Engineering,
• Environmental Engineering,
• Petroleum and Mining Engineering,
• Marine and Agriculture engineering,
• Aerospace Engineering.
NASA and its industry partners are investigating a blended wing aircraft concept for potential use as a future air transport for both civilian and military applications. https://www.nasa.gov/centers/langley/news/factsheets/FS-2003-11-81-LaRC.html
Optimization of Bolted Joints for Aircraft Engine Using Genetic AlgorithmsIJMER
Genetic Algorithms mimic the evolving technique of nature to better fit populations to a certain environment. Despite this technique has proved its adequacy in several fields, its application in Aerospace is still limited, mostly because of the high quantity of acceptability criteria that the design
must pass and the amount of design parameters. The presented paper explores required GA architecture’s adaptations to be applied in highly restricted systems such as those commonly found in Aerospace applications. The proposed GA was applied to the design of an Aircraft Engine’s Axial Casing bolted joint following static strength restrictions as per FAR 33 regulations. The set of Elitism,
interdependent geometric restrictions, Crossing, and Reproduction modules proved the applicability of
the presented multi-objective GA architecture under 14 restrictions for normal, limit and ultimate loads.
As it is described, the conversion is quickly achieved due to the shortage of the search space; therefore a
modified Variable Crossing per Scheme is proposed to expand the diversity of the genome to compensate
the relatively low impact of the Mutation module. Finally, the process and solutions found were compared against the traditional design process, showing the feasibility of this technique in complex applications in terms of quality of the solution and developing time.
International Journal of Engineering Research and Development IJERD Editor
• Electrical, Electronics and Computer Engineering,
• Information Engineering and Technology,
• Mechanical, Industrial and Manufacturing Engineering,
• Automation and Mechatronics Engineering,
• Material and Chemical Engineering,
• Civil and Architecture Engineering,
• Biotechnology and Bio Engineering,
• Environmental Engineering,
• Petroleum and Mining Engineering,
• Marine and Agriculture engineering,
• Aerospace Engineering.
THE EFFECT OF VARIATION SKEW ANGLE B-SERIES PROPELLER ON PERFORMANCE AND CAVI...IAEME Publication
Achieving the highest possible efficiency from a propeller is needed to minimize
fuel. However, this is limited by the occurrence of cavitation, vibration, noise and
material strength possessed by propellers. Thus it is necessary to do a new
breakthrough in designing or modifying the shape of the propeller to achieve
maximum performance. One modification that can be done is to change the skew
angle. Propeller B-Series is a propeller that is often used and has a fairly complete
geometry data. Cavitation is something that must be considered because it will
manifest into noise, vibration and erosion in the propeller blade. The modification of
the skew angle will be analyzed using the CFD (Computational Fluid Dynamics)
method of how the relationship between performance and cavitation results from the
various variations that have been made. So that later it can be known that skew angles
produce maximum performance and low cavitation. From the simulation results it can
be concluded that the greater the skew angle, the value of the thrust and torque
Airbus - Topology Optimization Methods for Optimal Aircraft ComponentsAltair ProductDesign
Application of Topology, Sizing and Shape Optimization Methods to Optimal Design of Aircraft Components - a Technical Engineering & Analysis Paper from Altair ProductDesign
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Analysis of Cabin Mounting Bracket of Truck Using ANSYSinventionjournals
In an automobile industry while designing the components, the most critical aspect considered is the compactness and the weight of the component. The mounting brackets are meant for supporting the structural component and electronic components such as batteries, seats, cabin, chassis, rear body and also it should support the external load such as passenger’s weight. In the initial stage the bracket is designed according to the specifications of the mountings without considering any other factors. Analysis is performed for Existing and New modified designs. The design structure is optimized for its topology and topography. In the present work an attempt has been made to produce optimized design of a mounting bracket. The modeling is carried out in CATIA and meshing with quality is ensured through Hyper Mesh. The analysis is carried out using ANSYS by the objective function as shape and topology and the weighting function as weight, and constraints are on deflection and stresses induced.
Allocate the right aircraft capacity, it is new approach , addressing, Rask and cask or catk, by using the concept of U curve technique, for two costs , i.e cost of offering seat and cost losing the opportunity, resulting in right capacity and optimum frequency
THE EFFECT OF VARIATION SKEW ANGLE B-SERIES PROPELLER ON PERFORMANCE AND CAVI...IAEME Publication
Achieving the highest possible efficiency from a propeller is needed to minimize
fuel. However, this is limited by the occurrence of cavitation, vibration, noise and
material strength possessed by propellers. Thus it is necessary to do a new
breakthrough in designing or modifying the shape of the propeller to achieve
maximum performance. One modification that can be done is to change the skew
angle. Propeller B-Series is a propeller that is often used and has a fairly complete
geometry data. Cavitation is something that must be considered because it will
manifest into noise, vibration and erosion in the propeller blade. The modification of
the skew angle will be analyzed using the CFD (Computational Fluid Dynamics)
method of how the relationship between performance and cavitation results from the
various variations that have been made. So that later it can be known that skew angles
produce maximum performance and low cavitation. From the simulation results it can
be concluded that the greater the skew angle, the value of the thrust and torque
Airbus - Topology Optimization Methods for Optimal Aircraft ComponentsAltair ProductDesign
Application of Topology, Sizing and Shape Optimization Methods to Optimal Design of Aircraft Components - a Technical Engineering & Analysis Paper from Altair ProductDesign
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Analysis of Cabin Mounting Bracket of Truck Using ANSYSinventionjournals
In an automobile industry while designing the components, the most critical aspect considered is the compactness and the weight of the component. The mounting brackets are meant for supporting the structural component and electronic components such as batteries, seats, cabin, chassis, rear body and also it should support the external load such as passenger’s weight. In the initial stage the bracket is designed according to the specifications of the mountings without considering any other factors. Analysis is performed for Existing and New modified designs. The design structure is optimized for its topology and topography. In the present work an attempt has been made to produce optimized design of a mounting bracket. The modeling is carried out in CATIA and meshing with quality is ensured through Hyper Mesh. The analysis is carried out using ANSYS by the objective function as shape and topology and the weighting function as weight, and constraints are on deflection and stresses induced.
Allocate the right aircraft capacity, it is new approach , addressing, Rask and cask or catk, by using the concept of U curve technique, for two costs , i.e cost of offering seat and cost losing the opportunity, resulting in right capacity and optimum frequency
Technical Development of Design & Fabrication of an Unmanned Aerial VehicleIOSR Journals
: UAV (Unmanned Aerial Vehicle) is an air vehicle which is largely used for surveillance, monitoring,
reconnaissance, data relay, and data collection or to enter the area which is not safe for human i.e. flood
affected or virus affected area. This paper represents the unique design of such an UAV which designed at
MILITARY INSTITUTE OF SCIENCE & TECHNOLOGY to participate in an international competition SAE
Aero Design West-2013. As per competition requirement empty weight of the UAV must be less than 2 lb and
must fly with payload as heavy as possible for good scoring. Initially, the model of the UAV was tested in wind
tunnel and the test data showed that the model aircraft performance was capable enough for flying and covering
an area specified in the competition. Subsequently, an actual aircraft was fabricated of that model and flight
tested which proved the match with theoretical, statistical and experimental data that was obtained from wind
tunnel test, wing tip test, tensile test of manufacturing material and CFD (Computational Fluid Dynamics) flow
simulation over the aerofoil.
Structural Weight Optimization of Aircraft Wing Component Using FEM Approach.IJERA Editor
One of the main challenges for the civil aviation industry is the reduction of its environmental impact by better fuel efficiency by virtue of Structural optimization. Over the past years, improvements in performance and fuel efficiency have been achieved by simplifying the design of the structural components and usage of composite materials to reduce the overall weight of the structure. This paper deals with the weight optimization of transport aircraft with low wing configuration. The Linear static and Normal Mode analysis were carried out using MSc Nastran & Msc Patran under different pressure conditions and the results were verified with the help of classical approach. The Stress and displacement results were found and verified and hence arrived to the conclusion about the optimization of the wing structure.
Design and Fabrication of Blended Wing Bodyvivatechijri
Aircrafts are the widely used vehicle for rapid and long distance transportation. Although it is time
consuming, the conventional design of aircraft doesn't gives much space inside the aircraft and also consumes
more power because of its aerodynamic structure. Hence it is necessary to develop a new composite structural
design which overcomes these barriers. Blended Wing Body (BWB) is one of the solution of these problems. The
BWB configuration is a new concept in a aircraft design which provides greater internal volume, aerodynamics
and structural efficiency & noise reduction. The design approach of BWB is to maximize overall efficiency by
integrating the propulsion system, wings and the body into a single lifting surface. BWB is a unibody air craft
where the fuselage, wing and tail gets merged to form a single entity. The fuselage section of BWB is flattened
and has slightly airfoil shaped structure which exceeds the overall lift generation of aircraft. The objective of this
paper is to study aerodynamic study of Blended Wing Body. The project deals with the designing, analysing and
fabricating of UAV(Unmanned Aerial Vehicle) type electrically powered BWB aircraft system, and also selecting
appropriate propulsion system and other electric components
Boeing 777 Group Case StudyAssuming the perspective of your ro.docxAASTHA76
Boeing 777 Group Case Study
Assuming the perspective of your role, consider how you would address the following case study questions:
1. What are the key issues surrounding this case?
2. What is the nature of the problems that exist?
3. Identify opportunities that may be involved.
4. In what ways were problems resolved or leveraged?
5. Recommend and justify additional courses of action that are most likely to be effective.
Student 4 - Executive SponsorJob responsibilities: Championing the project at the executive level to secure buy-in.
After reading the case study in the PDF file attached separately, answer the 5 questions above from an Executive Sponsor perspective.
50 Words for each answer.
Boeing 777 Group Case Stud
y
Assuming the perspective of your role, consider how you would address the
following case study questions:
1.
Wha
t are the key issues surrounding this case?
2.
What is the nature of the problems that exist?
3.
Identify opportunities that may be involved.
4.
In what ways were problems resolved or leveraged?
5.
Recommend and justify additional courses of action that are most likel
y to
be effective.
S
tudent 4
-
Executive Sponso
r
Job responsibilities: Championing the project at the executive level to secure buy
-
in
.
After reading the case study in the PDF file attached
separately, answer the 5 questions above from an
Executive
Sponsor
perspective
.
50 Words for each answer.
Boeing 777 Group Case Study
Assuming the perspective of your role, consider how you would address the
following case study questions:
1. What are the key issues surrounding this case?
2. What is the nature of the problems that exist?
3. Identify opportunities that may be involved.
4. In what ways were problems resolved or leveraged?
5. Recommend and justify additional courses of action that are most likely to
be effective.
Student 4 - Executive Sponsor
Job responsibilities: Championing the project at the executive level to secure buy-in.
After reading the case study in the PDF file attached
separately, answer the 5 questions above from an Executive
Sponsor perspective.
50 Words for each answer.
Following his promotion to Boeing CEO in 1988, Frank Shrontz looked for ways
to stretch and upgrade the Boeing 767—an eight-year-old wide-body twin jet—
in order to meet Airbus competition. Airbus had just launched two new 300-seat
wide-body models, the two-engine A330 and the four-engine A340. Boeing had
no 300-seat jetliner in service, nor did the company plan to develop such a jet.
To find out whether Boeing’s customers were interested in a double-decker
767, Philip Condit, Boeing Executive Vice President and future CEO (1996) met
with United Airlines Vice President Jim Guyette. Guyette rejected the idea out-
right, claiming that an upgraded 767 was no match to Airbus’s new model trans-
ports. Instead, Guyette urged Boeing to develop a brand new commercial jet, the
most advanced airplane of its generation.1 Shro ...
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
2. INTRODUCTION:
Optimization: Method of searching of best
available value for a given objective function
w.r.t constrains.
Multidisciplinary design optimization.
Key aspects: multi-variable, Objective oriented,
constrained.
Solution: closed-form solution, or a numerical
solution .
Airplanes: Basics & working.
2
4. Optimization of an Aircraft
Design Problem:
Arrangement of aircraft design problem.
Analysis grouped into three disciplinary units,
aerodynamics(j1), structures(j2), and performance(j3).
Maximize range(R ) with a specified gross weight.
Method:
Result:
4
5. Optimization problems:
Single variable optimization :
Illustration: Boeing 777-class airliner.
Variable: Program value.
Objective: Maximizing net present value (NPV).
Multivariable optimization:
Illustration: Fairchild Dornier regional aircraft(728 series).
Variables: stress, fatigue, buckling, control surface
effectiveness, flutter and weight.
Objective: Maximizing wing strength minimizing cost etc.
5
6. Single variable Optimization
Program value based optimization- design vector & financial
model
Net present value(NPV)—Dynamic programming.
Models
Simulation model- Annual cost & revenue estimates.
Input: design vector
Physical model- Aerodynamics, weight& performance.
input: aircraft parameters (Lift)
Financial model- Actual cost, price, &demand estimates.
Input: range & no. of passengers
6
7. Continued…
Value of models: measured in terms of expected NPV
Outputs: A set of program “decision rules”-optimal
conditions for design and production scheduling. as a
function of time and current market condition
Model Validation: Outputs from the simplified value model
were benchmarked against NPV estimates.
Optimization Framework: A design optimization framework
coupled the performance and financial models with an
optimization routine
Optimization Results:
Optimization Results: 7
8. Multi-variable Optimization
Wing box Design of FD aircraft-lower panel, the spars and
the internal ribs-skin stiffened by rectangular stringers.
F.E Model of Wing Box: Shell and Beam elements
representing skin and stringers/stiffeners respectively.
The Design Model: structural sizes of the wing box comprise
the skin thickness and the stringer height & thickness.
8
10. Results for wing box:
Sizing as per aero elastic requirements was
performed after achieving an optimum
design.
Property update for the whole model
performed using a specially developed
update tool.
Conceived wing design was subjected to
analysis under all loading and aero elastic
conditions.
Typical results from this analysis are
10
11. Conclusion:
Optimization in airplanes is possible on various Levels.
Application of these techniques bring about better flying
characteristics, Fuel economy and optimum payload.
Framework for coupled performance and fuel efficient
aircraft design optimization.
Additional optimization other than design
Implementation on industrial level requires:
Special team dedicated for MDO process
Development of various pre- and post processing tools
Detailed design model satisfying requirements
Close coordination and cooperation of all design groups
11
12. References
1. Airplane Design with Aerodynamic Shape Optimization by
Antony Jameson & Thomas V. Jones , Professor of Engineering
Aeronautics & Astronautics Department, Stanford University.
2.Multidisciplinary Optimization Methods for Aircraft Preliminary
Design by Ilan Kroo, Steve Altus, Robert Braun, Peter Gage, and
Ian Sobieski, Aircraft Aerodynamics and Design Group
Department of Aeronautics and Astronautics Stanford University,
Stanford, California.
3.Value-Based Multidisciplinary Optimization for Commercial
Aircraft Design by Ryan Peoples, Karen Willcox Massachusetts
Institute of Technology, Cambridge, MA 02139.
4.Multidisciplinary Design Optimization Of A Regional Aircraft Wing
Box by G. Schuhmacher, I. Murra , L. Wang, A. Laxander, O. J.
O’Leary and M. Herold Fairchild Dornier GmbH, 82230 Wessling,
Germany MDO.
5. Airplane Design with Aerodynamic Shape Optimization by
Antony Jameson Thomas V. Jones Professor of Engineering
Aeronautics & Astronautics Department, Stanford University
6. Book: Introduction to optimum design by Jasbir.S.Arora.
12