It includes details about boundary layer and boundary layer separations like history,causes,results,applications,types,equations, etc.It also includes some real life example of boundary layer.
Reynolds number and geometry concept, Momentum integral equations, Boundary layer equations, Flow over a flat plate, Flow over cylinder, Pipe flow, fully developed laminar pipe flow, turbulent pipe flow, Losses in pipe flow
It includes details about boundary layer and boundary layer separations like history,causes,results,applications,types,equations, etc.It also includes some real life example of boundary layer.
Reynolds number and geometry concept, Momentum integral equations, Boundary layer equations, Flow over a flat plate, Flow over cylinder, Pipe flow, fully developed laminar pipe flow, turbulent pipe flow, Losses in pipe flow
Cafe Coffee Day (CCD) average sale per day were up 11.58% to ₹17,140 during the quarter as against ₹15,361 in January-March last fiscal year.
During the quarter under review, its same-store sales growth was up 4.9%. However, year-on-year, its cafe outlet count was down by 13.46% as the number of operational stores came down to 495 in Q4.
It was operating 501 stores in October-December of FY22 and 572 in the corresponding January-March quarter of FY21. Vending machine count was down to 45,217 during the quarter under review from 45,959 in the year-ago period.
For the fiscal ended March 2022, Coffee Day Global narrowed net loss to ₹113.44 crore. It had reported a net loss of ₹306.54 crore in the previous fiscal. Its revenue from operations was ₹496.26 crore in FY22 - 23.81% higher than in the year-ago period.
Boundary layer concept
Characteristics of boundary layer along a thin flat plate,
Von Karman momentum integral equation,
Laminar and Turbulent Boundary layers
Separation of Boundary Layer,
Control of Boundary Layer,
flow around submerged objects-
Drag and Lift- Expression
Magnus effect.
Wind induced oscillations
Aeolian vibration
Gallop
Simple swinging
Types of bodies
Bluff/blunt bodies
Vortex shedding
Reasons for vortex shedding
Governing equation
The Reynolds number
Relationship with the Reynolds number
What is Aeolian vibration?
Effect of Aeolian vibration
Working of vibration damper
Stock bridge damper
Spiral vibration damper
Tuned mass damper
Working principle
Wind induced oscillations
Aeolian vibration
Gallop
Simple swinging
Types of bodies
Bluff/blunt bodies
Vortex shedding
Reasons for vortex shedding
Governing equation
The Reynolds number
Relationship with the Reynolds number
What is Aeolian vibration?
Effect of Aeolian vibration
Working of vibration damper
Stock bridge damper
Spiral vibration damper
Tuned mass damper
Working principle
This pdf includes about the submerged bodies and the forces acting on the submerged bodies. Different terminologies are discussed. Definitions of different bodies in the fluid are discussed as well.
It is small pdf with great knowledge, hope it will be helpful to the students.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
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.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
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.
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.
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.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
3. THE DRAG FORCE
The surrounding fluid exerts pressure forces and viscous
forces on an object.
The components of the resultant force acting on the object
immersed in the fluid are the drag force and the lift force.
The drag force acts in the direction of the motion of the
fluid relative to the object.
The lift force acts normal to the flow direction.
Both are influenced by the size and shape of the object and
the Reynolds number of the flow.
3
p < 0
U
p > 0
U
tw
4. Drag prediction
The drag force is due to the pressure and shear forces acting on
the surface of the object.
The tangential shear stresses acting on the object produce
friction drag (or viscous drag). Friction drag is dominant in flow
past a flat plate and is given by the surface shear stress times the
area:
Pressure or form drag results from variations in the the normal
pressure around the object:
In order to predict the drag on an object correctly, we need to
correctly predict the pressure field and the surface shear stress.
This, in turn, requires correct treatment and prediction of
boundary layers and flow separation.
4
wviscousd AF t.,
A
npressured dapF ,
5. Viscous boundary layer
An originally laminar flow is affected by
the presence of the walls.
Flow over flat plate is visualized by introducing
bubbles that follow the local fluid velocity.
Most of the flow is unaffected by the presence
of the plate.
However, in the region closest to the wall, the
velocity decreases to zero.
The flow away from the walls can be treated as inviscid, and can sometimes be
approximated as potential flow.
The region near the wall where the viscous forces are of the same order as the
inertial forces is termed the boundary layer.
The distance over which the viscous forces have an effect is termed the
boundary layer thickness.
The thickness is a function of the ratio between the inertial forces and the
viscous forces, i.e. the Reynolds number. As Re increases, the thickness
decreases.
5
6. Effect of viscosity
The layers closer to the wall start moving right away due to the no-slip
boundary condition. The layers farther away from the wall start moving
later.
The distance from the wall that is affected by the motion is also called the
viscous diffusion length. This distance increases as time goes on.
The experiment shown on the left is performed with a higher viscosity fluid
(100 mPa.s). On the right, a lower viscosity fluid (10 mPa.s) is shown.
6
7. Moving plate boundary layer
An impulsively started plate in a
stagnant fluid.
When the wall in contact with the still
fluid suddenly starts to move, the layers
of fluid close to the wall are dragged
along while the layers farther away from
the wall move with a lower velocity.
The viscous layer develops as a result of
the no-slip boundary condition at the
wall.
7
8. Viscous boundary layer thickness
Exact equations for the velocity profile in the viscous boundary
layer were derived by Stokes in 1881.
Start with the Navier-Stokes equation:
Derive exact solution for the velocity profile:
The boundary layer thickness can be approximated by:
8
2
2
u u
t y
0 1
2
y
U U erf
t
2
0 0
2 2
U Uu u
t
t y t
9. Flow separation
Flow separation occurs when:
the velocity at the wall is zero or negative and an inflection point
exists in the velocity profile,
and a positive or adverse pressure gradient occurs in the direction of
flow.
9
10. Separation at sharp corners
Corners, sharp turns and high angles of
attack all represent sharply decelerating
flow situations where the loss in energy
in the boundary layer ends up leading to
separation.
Here we see how the boundary layer flow
is unable to follow the turn in the sharp
corner (which would require a very rapid
acceleration), causing separation at the
edge and recirculation in the aft region
of the backward facing step.
10
11. Flow around a truck
Flow over non-streamlined
bodies such as trucks leads to
considerable drag due to
recirculation and separation
zones.
A recirculation zone is clear on
the back of the cab, and another
one around the edge of the
trailer box.
The addition of air shields to the
cab roof ahead of the trailer
helps organize the flow around
the trailer and minimize losses,
reducing drag by up to 10-15%.
11
13. Inviscid flow around a cylinder
The origins of the flow separation
from a surface are associated with
the pressure gradients impressed
on the boundary layer by the
external flow.
The image shows the predictions
of inviscid, irrotational flow
around a cylinder, with the arrows
representing velocity and the color
map representing pressure.
The flow decelerates and
stagnates upstream of the cylinder
(high pressure zone).
It then accelerates to the top of
the cylinder (lowest pressure).
13
14. Drag on a smooth circular cylinder
The drag coefficient is defined as follows:
14
no separation
steady separation
unsteady vortex shedding
laminar BL
wide turbulent wake
turbulent BL
narrow turbulent wake
AvCF Ddrag
2
2
1
15. Separation - adverse pressure
gradients
Separation of the boundary layers
occurs whenever the flow tries to
decelerate quickly, that is whenever
the outer pressure gradient is
negative, or the pressure gradient is
positive, sometimes referred to as an
adverse pressure gradient.
In the case of the tennis ball, the
flow initially decelerates on the
upstream side of the ball, while the
local pressure increases in accord
with Bernoulli’s equation.
Near the top of the ball the local
external pressure decreases and the
flow should accelerate as the
potential energy of the pressure
field is converted to kinetic energy.
However, because of viscous losses,
not all kinetic energy is recovered and
the flow reverses around the
separation point.
18
16. Turbulent boundary layer
Increased momentum transport due to turbulence from the free stream flow to the
flow near the wall makes turbulent boundary layers more resistant to flow
separation.
The photographs depict the flow over a strongly curved surface, where there exists a
strong adverse (positive) pressure gradient.
The boundary layer has a high momentum deficit.
In the case where the boundary layer is laminar, insufficient momentum exchange
takes, the flow is unable to adjust to the increasing pressure and separates from the
surface.
In case where the flow is turbulent, the increased transport of momentum (due to
the Reynolds stresses) from the free-stream to the wall increases the streamwise
momentum in the boundary layer. This allows the flow to overcome the adverse
pressure gradient. It eventually does separate nevertheless, but much further
downstream.
19
17. Tripping the
boundary layer
Here we see how the addition of
a trip wire to induce transition to
turbulence changes the
separation line further to the
rear of the sphere, reducing the
size of the wake and thus
drastically diminishing overall
drag.
This well-known fact can be
taken advantage of in a number
of applications, such as dimples
in golf balls and turbulence
generation devices on airfoils.
20
18. Sports balls
Many games involve balls designed to
use drag reduction brought about by
surface roughness.
Many sports balls have some type of
surface roughness, such as the seams
on baseballs or cricket balls and the
fuzz on tennis balls.
It is the Reynolds number (not the
speed, per se) that determines
whether the boundary layer is laminar
or turbulent. Thus, the larger the ball,
the lower the speed at which a rough
surface can be of help in reducing the
drag.
21
19. Flow in reference frame relative to
the ball
Note that we have been showing flow fields in the reference
frame of the object, similar to the flow around the soccer
ball shown here.
22
20. Flow in absolute reference frame
However, one should keep in mind that the flow in the
absolute reference frame may look quite different, as
shown here.
23
21. Airfoil - effect of angle of attack
The loss in pressure in the
separated flow region behind
solid bodies causes an
imbalance between the
upstream and downstream
forces, contributing greatly to an
increased net drag force.
In the case of streamlined
airfoils at low angle of attack,
separation occurs only at the tip,
with minimal losses. As the
angle of attack increases, the
separation point moves
upstream, leading to increased
drag.
24
22. Airfoil - effect of shape
The pressure field is changed by
changing the thickness of a streamlined
body placed in the flow. The acceleration
and deceleration caused by a finite body
width creates favorable and unfavorable
pressure gradients.
When the body is thin, there are only
weak pressure gradients and the flow
remains attached. As the body is made
thicker, the adverse pressure gradient
resulting from the deceleration near the
rear leads to flow separation,
recirculation, and vortex shedding.
Focusing in on the rear region of the
flow, it is seen that as the body is again
reduced in thickness, the separated
region disappears as the strengths of the
adverse pressure gradient is diminished.
25
23. Suction
Just as flow separation can be understood in terms of the combined
effects of viscosity and adverse pressure gradients, separated flows can
be reattached by the application of a suitable modification to the
boundary conditions.
In this example, suction is applied to the leading edge of the airfoil at a
sharp angle of attack, removing the early separation zone, and moving
the separation point much farther downstream.
26
24. The turbulent boundary layer
In turbulent flow, the boundary layer is defined as the thin region on the
surface of a body in which viscous effects are important.
The boundary layer allows the fluid to transition from the free stream
velocity Ut to a velocity of zero at the wall.
The velocity component normal to the surface is much smaller than the
velocity parallel to the surface: v << u.
The gradients of the flow across the layer are much greater than the
gradients in the flow direction.
The boundary layer thickness is defined as the distance away from the
surface where the velocity reaches 99% of the free-stream velocity.
27
99.0,
U
uwherey
26. The turbulent boundary layer
Important variables:
Distance from the wall: y.
Wall shear stress: tw. The force exerted on a flat plate is the
area times the wall shear stress.
Density: .
Dynamic viscosity: .
Kinematic viscosity: .
Velocity at y: U.
The friction velocity: ut = (tw/)1/2.
We can define a Reynolds number based on the distance to
the wall using the friction velocity: y+ = yut/.
We can also make the velocity at y dimensionless using the
friction velocity: u+ = U/ ut.
29
28. Standard wall functions
The experimental boundary layer profile can be used to calculate tw.
However, this requires y+ for the cell adjacent to the wall to be
calculated iteratively.
In order to save calculation time, the following explicit set of
correlations is usually solved instead:
Here:
Up is the velocity in the center of the cell adjacent to the wall.
yp is the distance between the wall and the cell center.
kp is the turbulent kinetic energy in the cell center.
is the von Karman constant (0.42).
E is an empirical constant that depends on the roughness of the walls (9.8
for smooth surfaces).
31
EyU ln1
t
/
2/14/1
U
kCU PP
w
PP ykC
y
2/14/1 225.11*y
225.11*y
yU
29. Near-wall treatment - momentum
equations
The objective is to take the effects of the boundary layer correctly into
account without having to use a mesh that is so fine that the flow pattern
in the layer can be calculated explicitly.
Using the no-slip boundary condition at wall, velocities at the nodes at the
wall equal those of the wall.
The shear stress in the cell adjacent to the wall is calculated using the
correlations shown in the previous slide.
This allows the first grid point to be placed away from the wall, typically at
50 < y+ < 500, and the flow in the viscous sublayer and buffer layer does not
have to be resolved.
This approach is called the “standard wall function” approach.
The correlations shown in the previous slide are for steady state
(“equilibrium”) flow conditions. Improvements, “non-equilibrium wall
functions,” are available that can give improved predictions for flows with
strong separation and large adverse pressure gradients.
32
30. Two-layer zonal model
A disadvantage of the wall-function
approach is that it relies on empirical
correlations.
The two-layer zonal model does not. It is
used for low-Re flows or flows with
complex near-wall phenomena.
Zones distinguished by a wall-distance-
based turbulent Reynolds number:
The flow pattern in the boundary layer is calculated explicitly.
Regular turbulence models are used in the turbulent core region.
Only k equation is solved in the viscosity-affected region.
is computed using a correlation for the turbulent length scale.
Zoning is dynamic and solution adaptive.
33
yk
Rey
200yRe
200yRe
31. Near-wall treatment - turbulence
The turbulence structure in the boundary layer is
highly anisotropic.
and k require special treatment at the walls.
Furthermore, special turbulence models are available
for the low Reynolds number region in the boundary
layer.
These are aptly called “low Reynolds number” models.
This is still a very active area of research, and we will
not discuss those here in detail.
34
32. Computational grid guidelines
First grid point in log-law region:
Gradual expansion in cell size
away from the wall.
Better to use stretched quad/hex
cells for economy.
First grid point at y+ 1.
At least ten grid points within
buffer and sublayers.
Better to use stretched quad/hex
cells for economy.
35
Wall Function
Approach
Two-Layer Zonal
Model Approach
50050
y
33. Obtaining accurate solutions
When very accurate (say 2%) drag, lift, or torque predictions are required,
the boundary layer and flow separation require accurate modeling.
The following practices will improve prediction accuracy:
Use boundary layer meshes consisting of quads, hexes, or prisms.
Avoid using pyramid or tetrahedral cells immediately adjacent to
the wall.
36
– After converging the solution,
use the surface integral
reporting option to check if y+
is in the right range, and if not
refine the grid using
adaption.
– For best predictions use the
two-layer zonal model and
completely resolve the flow in
the whole boundary layer.
prism layer
efficiently
resolves
boundary layer
tetrahedral
volume mesh
is generated
automatically
triangular surface
mesh on car body is
quick and easy to
create
34. Summary
The concept of the boundary layer was introduced.
Boundary layers require special treatment in the CFD model.
The influence of pressure gradient on boundary layer
attachment showed that an adverse pressure gradient gives rise
to flow separation.
For accurate drag, lift, and torque predictions, the boundary
layer and flow separation need to be modeled accurately.
This requires the use of:
A suitable grid.
A suitable turbulence model.
Higher order discretization.
Deep convergence using the force to be predicted as a convergence
monitor.
37