SlideShare a Scribd company logo
1 of 61
1Build-to-Specifications | Product Approval | Engineering Services | Software Development
FVTD Method in CEM
Presentation on FVTD CEM solver
V3
Prof GR Shevare
2
©ZeusNumerixPvtLtd:ConfidentialDocument
Overview
16 June 2020 FVTD method for CEM: Zeus Numerix
 Introduction
 Governing equations
 Integral formulation
 Finite volume implementation
 Boundary conditions
 Mesh quality
 Test cases
 Solver features
 Conclusions
2
3
©ZeusNumerixPvtLtd:ConfidentialDocument
Introduction
16 June 2020 FVTD method for CEM: Zeus Numerix
 Methods used for Computational field simulation in Electro Magnetics are FDTD,
FEM and FVTD
 All methods have their respective advantages and disadvantages
 FDTD :
 Advantage: Explicit time marching , less complexity, easy mesh generation
 Disadvantage: Huge number of grid point requirement, staircase effect of non-conformal boundary
 FEM :
 Advantage: Boundary conforming mesh with local refinement, implicit iteration - faster convergence
 Disadvantages: Matrix inversion at every step need large computing resource, applicable to frequency
domain only
3
4
©ZeusNumerixPvtLtd:ConfidentialDocument
Introduction contd…
16 June 2020 FVTD method for CEM: Zeus Numerix
 FVTD
 Advantage
 Supports body fitted Structured, Unstructured and Hybrid meshes. Accurately resolves geometric
details.
 Can handle complex geometries and allows multi scaling for crucial locations
 Like FDTD, uses explicit time marching; hence less complexity in modeling
 Conservation is preserved at cell level
 Easily parallelizable
 Disadvantages
 More approximation errors
 Sensitive to mesh quality
4
5
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
 Maxwell’s curl Equation with losses
 Constitutive Relations
E = Electric field intensity H = Magnetic Field Intensity
D = Electric Flux B = Magnetic Flux
μ = Magnetic Permeability ε = permittivity
5
𝜕𝐷
𝜕𝑡
− ∇ × 𝐻 + 𝐽 + 𝜎𝐸 = 0
𝜕𝐵
𝜕𝑡
+ ∇ × 𝐸 + 𝜌𝐻 = 0
…(1)
…(2)
…(3)
…(4)
𝐷 = 𝜀𝐸𝐵 = 𝜇𝐻
𝜎 = 𝜔𝜀″
𝜌 = 𝜔𝜇″
16 June 2020 FVTD method for CEM: Zeus Numerix
6
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
16 June 2020 FVTD method for CEM: Zeus Numerix
 Maxwell’s curl Equation in homogeneous form without losses
Equation (1) & (2) becomes
6
7
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
 Expanding Equation (1)
 Similarly from Equation (4)
7
𝜕𝐷
𝜕𝑡
−
𝜕𝐻𝑧
𝜕𝑦
−
𝜕𝐻 𝑦
𝜕𝑧
𝑖 +
𝜕𝐻 𝑥
𝜕𝑧
−
𝜕𝐻𝑧
𝜕𝑥
𝑗 +
𝜕𝐻 𝑦
𝜕𝑥
−
𝜕𝐻 𝑥
𝜕𝑦
𝑘 = − 𝐽 − 𝜎𝐸 …(6)
𝜕
𝜕𝑡
𝐷 𝑥
𝐷 𝑦
𝐷𝑧
+ ∇.
0
𝐻𝑧
−𝐻 𝑦
𝑖 +
−𝐻𝑧
0
𝐻 𝑥
𝑗 +
𝐻 𝑦
−𝐻 𝑥
0
𝑘 =
−𝐽 𝑥 − 𝜎𝐸 𝑥
−𝐽 𝑦 − 𝜎𝐸 𝑦
−𝐽𝑧 − 𝜎𝐸𝑧
…(7)
𝜕
𝜕𝑡
𝐵𝑥
𝐵𝑦
𝐵𝑧
+ ∇.
0
−𝐸𝑧
𝐸 𝑦
𝑖 +
𝐸𝑧
0
−𝐸 𝑥
𝑗 +
−𝐸 𝑦
𝐸 𝑥
0
𝑘 =
−𝜌𝐻 𝑥
−𝜌𝐻 𝑦
−𝜌𝐻𝑧
…(8)
16 June 2020 FVTD method for CEM: Zeus Numerix
8
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
16 June 2020 FVTD method for CEM: Zeus Numerix
Since and equation (7) and (8) together can be written as
Equation (9) has the form of,
8
𝐷 = 𝜀𝐸 𝐵 = 𝜇𝐻
𝜕
𝜕𝑡
𝐸 𝑥
𝐸 𝑦
𝐸𝑧
𝐻 𝑥
𝐻 𝑦
𝐻𝑧
+ ∇.
0
𝐻𝑧/𝜀
−𝐻 𝑦/𝜀
0
−𝐸𝑧/𝜇
𝐸 𝑦/𝜇
𝑖 +
−𝐻𝑧/𝜀
0
𝐻 𝑥/𝜀
𝐸𝑧/𝜇
0
−𝐸 𝑥/𝜇
𝑗 +
𝐻 𝑦/𝜀
−𝐻 𝑥/𝜀
0
−𝐸 𝑦/𝜇
𝐸 𝑥/𝜇
0
𝑘 =
(−𝐽 𝑥 − 𝜎𝐸 𝑥)/𝜀
(−𝐽 𝑦 − 𝜎𝐸 𝑦)/𝜀
(−𝐽𝑧 − 𝜎𝐸𝑧)/𝜀
−𝜌𝐻 𝑥/𝜇
−𝜌𝐻 𝑦/𝜇
−𝜌𝐻𝑧/𝜇
…(9)
𝜕(𝑈)
𝜕𝑡
+ ∇. 𝐹 = 𝑄
…(10)
9
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
16 June 2020 FVTD method for CEM: Zeus Numerix
 Equation (10) in Integral form over a control volume V
 Using Divergence theorem
 Equation (12) over a small control volume(ΔV) can be represented as
 Where R(U) is residue
 Where ‘ΔS’ is the bounding surface of the control volume and ‘n’ is the surface
outward unit normal
9
𝜕
𝜕𝑡
𝑉
𝑈𝑑𝑣 +
𝑉
∇. 𝐹(𝑈)𝑑𝑣 =
𝑉
𝑄𝑑𝑣
𝜕
𝜕𝑡
𝑉
𝑈𝑑𝑣 +
𝑆
𝐹(𝑈). 𝑛𝑑𝑠 =
𝑉
𝑄𝑑𝑣
𝑑𝑈
𝑑𝑡
+ 𝑅(𝑈) = 0
𝑅(𝑈) =
1
Δ𝑉
∑
𝑖
𝐹(𝑈). 𝑛Δ𝑆𝑖 − 𝑄
n
ΔS
ΔV
10
©ZeusNumerixPvtLtd:ConfidentialDocument
Governing Equations
16 June 2020 FVTD method for CEM: Zeus Numerix
 Equation (13) in discretized form can be represented
 Equation is solved using multistage Runge-Kutta time marching method
10
𝑈 𝑛+1 − 𝑈 𝑛
Δ𝑡
= −𝑅(𝑈)
11
©ZeusNumerixPvtLtd:ConfidentialDocument
Steps of Finite Volume Method
16 June 2020 FVTD method for CEM: Zeus Numerix
 Chose a suitable outer domain surrounding the object (generally 5λ away from the
reflecting surface)
 Discretize the object and Domain suitably for a given range of frequencies
 Apply Boundary conditions on the Conductor surface and Far-field faces
 Calculate Fluxes at each interfaces of a control volume taking information from its
neighbor
 Solve Governing PDEs within each of these control volume and store properties at
the center of the CV
11
Conduct
or
surface
Far-field
Boundary
12
©ZeusNumerixPvtLtd:ConfidentialDocument
Numerical Technique
16 June 2020 FVTD method for CEM: Zeus Numerix
 Numerical simulation of FVTD method is
represented in the flow chart
 Characteristic based flux calculation method
at the interface
 Higher order time integration using
multistage R-K time stepping
12
Read Input Data
structure building
Start
Iteration?
Apply BC
Incident field
Flux calculation
End
Memory allocation
and initialization
Field calculation
RK loop?
yes
no
yes
completed
Field Update n+1 th
13
©ZeusNumerixPvtLtd:ConfidentialDocument
Flux Calculation
16 June 2020 FVTD method for CEM: Zeus Numerix
 It is important to calculate cell Interface Fluxes correctly so that the numerical
method become stable. This is done using Upwind flux splitting methods; which
assures that any Right moving characteristic must come from left cell and Left
moving characteristic from Right cell, at the interface
 Flux term on the control volume face are then split into left and right going
characteristics
13
𝐹(𝑈). 𝑛
𝐹(𝑈). 𝑛 =
𝜕( 𝐹(𝑈). 𝑛)
𝜕𝑈
𝑑𝑈 = 𝐴(𝑛)𝑑𝑈
𝐴(𝑛)𝑑𝑈 = 𝐴(𝑛)+ 𝑈𝐿 + 𝐴(𝑛)− 𝑈 𝑅
nˆ
14
©ZeusNumerixPvtLtd:ConfidentialDocument
Higher Order Spatial Discretization Method
16 June 2020 FVTD method for CEM: Zeus Numerix
 UL and UR values are interpolated from cell center to face center for higher order
spatial discretization of
14
𝐹(𝑈). 𝑛
Ui
UR
UL
Ui+1
UL = Ui+GradU*rL
UR = Ui+1+GradU*rR
rR
rL
Ui Ui+1
UL
UR
UL = Ui UR = Ui+1
First Order interpolation Second Order interpolation
15
©ZeusNumerixPvtLtd:ConfidentialDocument
Boundary Condition
16 June 2020 FVTD method for CEM: Zeus Numerix
 On Perfect Electric Conductor(PEC)
 Total tangential electric field is 0
 Total normal magnetic field is 0
 Far-Field boundaries
 Characteristic boundary condition (scattering from the boundary=0). Commonly used
methods are
 Absorbing boundary Condition
 Perfectly Matched Layer
15
𝑛 × 𝐸 = 0
𝑛. 𝐻 = 0
16
©ZeusNumerixPvtLtd:ConfidentialDocument
𝑛 × 𝐸 = 0
𝑛. 𝐻 = 0
𝐸𝑆
tan 𝑔𝑒𝑛𝑡
= −𝐸𝑖𝑛𝑐
tan 𝑔𝑒𝑛𝑡
𝐻𝑆
𝑛𝑜𝑟𝑚𝑎𝑙
= −𝐻𝑖𝑛𝑐
𝑛𝑜𝑟𝑚𝑎𝑙
𝐻𝑠
𝐻𝑆
𝑡
𝐻𝑆
𝑛
𝐻𝑖
𝐻𝑖
𝑡
𝐻𝑖
𝑛
𝐸𝑠
𝐸𝑆
𝑡
𝐸𝑆
𝑛
𝐸𝑖
𝐸𝑖
𝑡
𝐸𝑖
𝑛
𝐸𝑖
𝑡
𝐸𝑆
𝑡
𝐸𝑖𝑛𝑐
tan 𝑔𝑒𝑛𝑡
= 𝐸𝑖𝑛𝑐 − 𝑛(𝐸𝑖𝑛𝑐. 𝑛)
𝐻𝑖𝑛𝑐
𝑛𝑜𝑟𝑚𝑎𝑙
= 𝑛(𝐻𝑖𝑛𝑐. 𝑛)
16
PEC Boundary Condition
16 June 2020 FVTD method for CEM: Zeus Numerix
17
©ZeusNumerixPvtLtd:ConfidentialDocument
Scattered Field Estimation
16 June 2020 FVTD method for CEM: Zeus Numerix
 Total Electric and Magnetic Field is calculated at the surface of the object
 Electric and Magnetic fields are then transformed to their respective frequency
domain fields using Discrete Fourier Transform
 These frequency domain Electric and Magnetic Field are then used to calculate
equivalent Currents
 Far-field Electric scatter then calculated as
r = unit vector along R;
17
EnˆMs 
HnˆJs  (equivalent electric current)
(equivalent magnetic current)
R’
R
R-R’
Obs
𝐸𝑠 =
𝑗𝑘𝑒 𝑗𝑘𝑅
4𝜋𝑅
𝑆′
𝜇
𝜀
1/2
𝑛 × 𝐻 − 𝑛 × 𝐸 × 𝑟 − 𝑛. 𝐸 𝑟 𝑒−𝑗𝑘𝑅′
𝑑𝑆′
18
©ZeusNumerixPvtLtd:ConfidentialDocument
RCS Calculation
16 June 2020 FVTD method for CEM: Zeus Numerix
 Far-field RCS (σ) is calculated using
18
σ = 4π R2
|𝐸𝑠|2
|𝐸𝑖𝑛𝑐|2
19
©ZeusNumerixPvtLtd:ConfidentialDocument
Example problems and Validation
16 June 2020 FVTD method for CEM: Zeus Numerix
19
20
©ZeusNumerixPvtLtd:ConfidentialDocument
3D Cube
16 June 2020 FVTD method for CEM: Zeus Numerix
 Edge length = 1
 Incident Frequency = 600 MHz
 Electric Size = 12.566
 Cube Surface = PEC
 Incident wave angle = 0°to 90°
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
20
21
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid and Nomenclature
21
Figure shows the axes and the wave direction in yellow
16 June 2020 FVTD method for CEM: Zeus Numerix
22
©ZeusNumerixPvtLtd:ConfidentialDocument
Results
Surface Current color plot
22
16 June 2020 FVTD method for CEM: Zeus Numerix
23
©ZeusNumerixPvtLtd:ConfidentialDocument
Results
Comparison of Monostatic RCS with analytical result
23
16 June 2020 FVTD method for CEM: Zeus Numerix
24
©ZeusNumerixPvtLtd:ConfidentialDocument
Sphere
16 June 2020 FVTD method for CEM: Zeus Numerix
 Diameter = 2m
 Incident Frequency = 100 MHz
 Electric Size = 4.188
 Cube Surface = PEC
 Incident wave angle = 0
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
24
25
©ZeusNumerixPvtLtd:ConfidentialDocument
Figure shows the axes and the wave direction in yellow
Grid
25
16 June 2020 FVTD method for CEM: Zeus Numerix
26
©ZeusNumerixPvtLtd:ConfidentialDocument
Sphere : Results
Surface Current
26
16 June 2020 FVTD method for CEM: Zeus Numerix
27
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid and Nomenclature
Comparison of Bi-static RCS (E-plane) with analytical results
27
16 June 2020 FVTD method for CEM: Zeus Numerix
28
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid and Nomenclature
Comparison of Bi-static RCS (H-Plane) with analytical result
28
16 June 2020 FVTD method for CEM: Zeus Numerix
29
©ZeusNumerixPvtLtd:ConfidentialDocument
Ogive
16 June 2020 FVTD method for CEM: Zeus Numerix
 Length = 0.254m
 Incident Frequency = 1.18 GHz
 Electric Size = 6.2832
 Cube Surface = PEC
 Incident wave angle = 0°to 180°
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
29
30
©ZeusNumerixPvtLtd:ConfidentialDocument
Metallic Ogive : Grid
Figure shows the axes
30
16 June 2020 FVTD method for CEM: Zeus Numerix
31
©ZeusNumerixPvtLtd:ConfidentialDocument
Ogive : Results
Surface current
31
0°Incidence 90°Incidence
16 June 2020 FVTD method for CEM: Zeus Numerix
32
©ZeusNumerixPvtLtd:ConfidentialDocument
Ogive : Results
Comparison of Mono-static RCS with analytical result
32
16 June 2020 FVTD method for CEM: Zeus Numerix
33
©ZeusNumerixPvtLtd:ConfidentialDocument
NASA Almond
16 June 2020 FVTD method for CEM: Zeus Numerix
 Edge length = 0.254m
 Incident Frequency = 1.19 GHz
 Electric Size = 6.33
 Cube Surface = PEC
 Incident wave angle = 0°to 90°
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
33
34
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
34
NASA Almond : Geometry and Mesh
35
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
35
NASA Almond : Results
Surface Currents
Angle of incidence = 0 deg. Angle of incidence = 90 deg.
36
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
36
NASA Almond : Results
Almond Monostatic RCS Plot (1.19 GHz, VV Polarization)
37
©ZeusNumerixPvtLtd:ConfidentialDocument
Almond With Duct
16 June 2020 FVTD method for CEM: Zeus Numerix
 Edge length = 1.25 m
 Incident Frequency = 2 GHz
 Electric Size = 52.36
 Cube Surface = PEC
 Incident wave angle = 0
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
37
38
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid and Nomenclature
Figure shows the axes and the wave direction in yellow
38
x
z
y
16 June 2020 FVTD method for CEM: Zeus Numerix
39
©ZeusNumerixPvtLtd:ConfidentialDocument
Scattered Electric Field
 Field on the surface and the axi-symmetric section
 Figure showing “Electric Field Magnitude (Scattered)”
39
16 June 2020 FVTD method for CEM: Zeus Numerix
40
©ZeusNumerixPvtLtd:ConfidentialDocument
Almond: Results
Bi-static RCS - VV
40
16 June 2020 FVTD method for CEM: Zeus Numerix
41
©ZeusNumerixPvtLtd:ConfidentialDocument
Almond: Results
Bi-static RCS - VH
41
16 June 2020 FVTD method for CEM: Zeus Numerix
42
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
42
B2-Bomber
Image of the B2 in flightRendered Image of B2 Surface Grid
43
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
43
B2-Bomber : Surface Mesh
44
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
44
B2-Bomber : Results
Surface Currents on B2 – Nose-on incidence @ 300 MHz,
VV polarization
45
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
45
B2-Bomber : Results
Surface Currents on B2 – Broadside incidence @ 300 MHz,
VV polarization
46
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
46
B2-Bomber : Results
Surface Currents on B2 – Nose-on incidence @ 300 MHz,
HH polarization
47
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
47
B2-Bomber : Results
Surface Currents on B2 – Broadside incidence @ 300 MHz,
HH polarization
48
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
48
B2-Bomber : Results
Bi-static RCS Plot @ 50 MHz (VV)
49
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
49
B2-Bomber : Results
Bi-static RCS Plot @ 300 MHz (VV)
50
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
50
B2-Bomber : Results
Bi-static RCS Plot @ 300 MHz (HH)
51
©ZeusNumerixPvtLtd:ConfidentialDocument
16 June 2020 FVTD method for CEM: Zeus Numerix
51
B2-Bomber : Results
Monostatic RCS Plot @ 300 MHz
52
©ZeusNumerixPvtLtd:ConfidentialDocument
Generic Missile
16 June 2020 FVTD method for CEM: Zeus Numerix
 Length = 4 m
 Incident Frequency = 10 GHz
 Electric Size = 837.76
 Cube Surface = PEC
 Incident wave angle = 0
 Incident wave plane = XZ
 Polarization = Vertical
 Illumination = Sinusoidal
52
53
©ZeusNumerixPvtLtd:ConfidentialDocument
Geometry
Figure shows the axes and the wave direction in yellow
53
16 June 2020 FVTD method for CEM: Zeus Numerix
54
©ZeusNumerixPvtLtd:ConfidentialDocument
Generic Missile : Results
Bi-static RCS E-plane and H-plane
54
16 June 2020 FVTD method for CEM: Zeus Numerix
55
©ZeusNumerixPvtLtd:ConfidentialDocument
Generic Missile : Complexity of the problem
 Mesh Details
 Length of the missile = 4.5 m
 Frequency = 10 GHz
 PPW = 6
 Number of grid points = 1.0778 Billion
 Number of blocks of multi-block mesh = 5504
 Computational Details
 Number of Nodes = 128 (16 core per Node)
 Number of processors = 2048
 Time to simulation = 4.1 hrs
55
16 June 2020 FVTD method for CEM: Zeus Numerix
56
©ZeusNumerixPvtLtd:ConfidentialDocument
Full Scale Unmanned Aerial Vehicle
16 June 2020 FVTD method for CEM: Zeus Numerix
 Vehicle Length = 5.93 m
 Simulated at Frequency = 10 GHz
56
57
©ZeusNumerixPvtLtd:ConfidentialDocument
Unmanned Vehicle : Multi-Block
Mesh
57
16 June 2020 FVTD method for CEM: Zeus Numerix
58
©ZeusNumerixPvtLtd:ConfidentialDocument
Unmanned Vehicle: Complexity of the problem
 Mesh Details
 Length of the missile = 5.93 m
 Frequency = 10 GHz
 PPW = 6
 Number of grid points = 2.17 Billion
 Number of blocks of multi-block mesh = 8336
 Computational Details
 Number of Nodes = 128 (16 core per Node)
 Number of processors = 2048
 Time to simulation = 39 hrs
58
16 June 2020 FVTD method for CEM: Zeus Numerix
59
©ZeusNumerixPvtLtd:ConfidentialDocument
59
Results: Surface Current
16 June 2020 FVTD method for CEM: Zeus Numerix
60
©ZeusNumerixPvtLtd:ConfidentialDocument
General comments
 FVTD in CEM is capable of solving complex real-life problems
 Accuracy and convergence of FVTD method largely dependent on quality and resolution of
the mesh. So a good mesh is a prerequisite
 Modeling of Dielectric and Radar Absorbing Materials are possible
 High frequency EM simulation for a practical problem demands large computing resources.
e.g. Domain with a Billion of mesh points require thousands of computing processors.
 Problems of these scale, possible to solve at large clusters. Which are available only at a very
few places in the country, like CDAC, TATA-CRL etc.
 With the development of high performance and intense computing hardware and facilities,
FVTD will become more useful tool, applicable to many Computational Electromagnetic
Problems
60
16 June 2020 FVTD method for CEM: Zeus Numerix
61
www.zeusnumerix.com
+91 72760 31511
Abhishek Jain
contact@zeusnumerix.com
Thank You !

More Related Content

What's hot

Federated HPC Clouds Applied to Radiation Therapy
Federated HPC Clouds Applied to Radiation TherapyFederated HPC Clouds Applied to Radiation Therapy
Federated HPC Clouds Applied to Radiation TherapyAndrés Gómez
 
Injecting image priors into Learnable Compressive Subsampling
Injecting image priors into Learnable Compressive SubsamplingInjecting image priors into Learnable Compressive Subsampling
Injecting image priors into Learnable Compressive SubsamplingMartino Ferrari
 
ET&T 5th sem. diploma in eing. Cadd file 2-10 experimants opsahu
 ET&T 5th sem. diploma in eing. Cadd file  2-10 experimants opsahu ET&T 5th sem. diploma in eing. Cadd file  2-10 experimants opsahu
ET&T 5th sem. diploma in eing. Cadd file 2-10 experimants opsahuop sahu
 
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...Edge AI and Vision Alliance
 
DWS vs CST CABLE STUDIO SIMULATION SPEEDUP
DWS vs CST CABLE STUDIO SIMULATION SPEEDUPDWS vs CST CABLE STUDIO SIMULATION SPEEDUP
DWS vs CST CABLE STUDIO SIMULATION SPEEDUPPiero Belforte
 
Reza Talk En Kf 09
Reza Talk En Kf 09Reza Talk En Kf 09
Reza Talk En Kf 09rezatavakoli
 
Modelling structures in fire using OpenSees - An integrated approach
Modelling structures in fire using OpenSees - An integrated approachModelling structures in fire using OpenSees - An integrated approach
Modelling structures in fire using OpenSees - An integrated approachopenseesdays
 
New NDT technology for assessment of concrete defects and faults
New NDT technology for assessment of concrete defects and faultsNew NDT technology for assessment of concrete defects and faults
New NDT technology for assessment of concrete defects and faultsDavid Corbett
 
CFD Lecture (2/8): Fluid Mechanics: CFD Perspective
CFD Lecture (2/8): Fluid Mechanics: CFD PerspectiveCFD Lecture (2/8): Fluid Mechanics: CFD Perspective
CFD Lecture (2/8): Fluid Mechanics: CFD PerspectiveAbhishek Jain
 
Ciel spot june2014_webinarpresentation
Ciel spot june2014_webinarpresentationCiel spot june2014_webinarpresentation
Ciel spot june2014_webinarpresentationKamal Karimanal
 
Pr057 mask rcnn
Pr057 mask rcnnPr057 mask rcnn
Pr057 mask rcnnTaeoh Kim
 
Applications of VILLASframework
Applications of VILLASframeworkApplications of VILLASframework
Applications of VILLASframeworkSteffen Vogel
 
Unsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixUnsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixAbhishek Jain
 
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...T. E. BOGALE
 
Global space congress 2017 - German Orbital Systems Presentation
Global space congress 2017 - German Orbital Systems PresentationGlobal space congress 2017 - German Orbital Systems Presentation
Global space congress 2017 - German Orbital Systems PresentationIKosenkov
 
Surface Plasmon Resonance
Surface Plasmon ResonanceSurface Plasmon Resonance
Surface Plasmon ResonanceDebasmit Das
 
Using HPC to Advance Water Desalination By Electrodialysis
Using HPC to Advance Water Desalination By ElectrodialysisUsing HPC to Advance Water Desalination By Electrodialysis
Using HPC to Advance Water Desalination By Electrodialysisinside-BigData.com
 

What's hot (20)

Federated HPC Clouds Applied to Radiation Therapy
Federated HPC Clouds Applied to Radiation TherapyFederated HPC Clouds Applied to Radiation Therapy
Federated HPC Clouds Applied to Radiation Therapy
 
Quantum Electronics Lecture 1
Quantum Electronics Lecture 1Quantum Electronics Lecture 1
Quantum Electronics Lecture 1
 
Injecting image priors into Learnable Compressive Subsampling
Injecting image priors into Learnable Compressive SubsamplingInjecting image priors into Learnable Compressive Subsampling
Injecting image priors into Learnable Compressive Subsampling
 
ET&T 5th sem. diploma in eing. Cadd file 2-10 experimants opsahu
 ET&T 5th sem. diploma in eing. Cadd file  2-10 experimants opsahu ET&T 5th sem. diploma in eing. Cadd file  2-10 experimants opsahu
ET&T 5th sem. diploma in eing. Cadd file 2-10 experimants opsahu
 
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...
“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentatio...
 
DWS vs CST CABLE STUDIO SIMULATION SPEEDUP
DWS vs CST CABLE STUDIO SIMULATION SPEEDUPDWS vs CST CABLE STUDIO SIMULATION SPEEDUP
DWS vs CST CABLE STUDIO SIMULATION SPEEDUP
 
Reza Talk En Kf 09
Reza Talk En Kf 09Reza Talk En Kf 09
Reza Talk En Kf 09
 
Modelling structures in fire using OpenSees - An integrated approach
Modelling structures in fire using OpenSees - An integrated approachModelling structures in fire using OpenSees - An integrated approach
Modelling structures in fire using OpenSees - An integrated approach
 
New NDT technology for assessment of concrete defects and faults
New NDT technology for assessment of concrete defects and faultsNew NDT technology for assessment of concrete defects and faults
New NDT technology for assessment of concrete defects and faults
 
CFD Lecture (2/8): Fluid Mechanics: CFD Perspective
CFD Lecture (2/8): Fluid Mechanics: CFD PerspectiveCFD Lecture (2/8): Fluid Mechanics: CFD Perspective
CFD Lecture (2/8): Fluid Mechanics: CFD Perspective
 
My Work
My WorkMy Work
My Work
 
Ciel spot june2014_webinarpresentation
Ciel spot june2014_webinarpresentationCiel spot june2014_webinarpresentation
Ciel spot june2014_webinarpresentation
 
Pr057 mask rcnn
Pr057 mask rcnnPr057 mask rcnn
Pr057 mask rcnn
 
Applications of VILLASframework
Applications of VILLASframeworkApplications of VILLASframework
Applications of VILLASframework
 
Unsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixUnsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus Numerix
 
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
Adaptive Channel Prediction, Beamforming and Scheduling Design for 5G V2I Net...
 
Global space congress 2017 - German Orbital Systems Presentation
Global space congress 2017 - German Orbital Systems PresentationGlobal space congress 2017 - German Orbital Systems Presentation
Global space congress 2017 - German Orbital Systems Presentation
 
EE_4311_VLSI_FINAL_PROJECT
EE_4311_VLSI_FINAL_PROJECTEE_4311_VLSI_FINAL_PROJECT
EE_4311_VLSI_FINAL_PROJECT
 
Surface Plasmon Resonance
Surface Plasmon ResonanceSurface Plasmon Resonance
Surface Plasmon Resonance
 
Using HPC to Advance Water Desalination By Electrodialysis
Using HPC to Advance Water Desalination By ElectrodialysisUsing HPC to Advance Water Desalination By Electrodialysis
Using HPC to Advance Water Desalination By Electrodialysis
 

Similar to CEM Workshop Lectures (6/11): FVTD Method in CEM

CEM and Radar Cross Section @ Zeus Numerix
CEM and Radar Cross Section @ Zeus NumerixCEM and Radar Cross Section @ Zeus Numerix
CEM and Radar Cross Section @ Zeus NumerixAbhishek Jain
 
CFD Lecture (7/8): Best Practices in CFD
CFD Lecture (7/8): Best Practices in CFDCFD Lecture (7/8): Best Practices in CFD
CFD Lecture (7/8): Best Practices in CFDAbhishek Jain
 
CFD Lecture (6/8): Solvers- Incompressible Flow
CFD Lecture (6/8): Solvers- Incompressible FlowCFD Lecture (6/8): Solvers- Incompressible Flow
CFD Lecture (6/8): Solvers- Incompressible FlowAbhishek Jain
 
CFD Lecture (3/8): Mesh Generation in CFD
CFD Lecture (3/8): Mesh Generation in CFDCFD Lecture (3/8): Mesh Generation in CFD
CFD Lecture (3/8): Mesh Generation in CFDAbhishek Jain
 
CFD Lecture (1/8): ZNTutor CFD- An Introduction
CFD Lecture (1/8): ZNTutor CFD- An IntroductionCFD Lecture (1/8): ZNTutor CFD- An Introduction
CFD Lecture (1/8): ZNTutor CFD- An IntroductionAbhishek Jain
 
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...Stephane Meteodyn
 
Integration of the natural cross ventilation in the CFD software UrbaWind
Integration of the natural cross ventilation in the CFD software UrbaWindIntegration of the natural cross ventilation in the CFD software UrbaWind
Integration of the natural cross ventilation in the CFD software UrbaWindStephane Meteodyn
 
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...NVIDIA Taiwan
 
Timing and synchronization for 5G over optical networks
Timing and synchronization for 5G over optical networksTiming and synchronization for 5G over optical networks
Timing and synchronization for 5G over optical networksADVA
 
PROPAN - Propeller Panel Code
PROPAN - Propeller Panel CodePROPAN - Propeller Panel Code
PROPAN - Propeller Panel CodeJoão Baltazar
 
Employing non-orthogonal multiple access scheme in UAV-based wireless networks
Employing non-orthogonal multiple access scheme in UAV-based wireless networksEmploying non-orthogonal multiple access scheme in UAV-based wireless networks
Employing non-orthogonal multiple access scheme in UAV-based wireless networksjournalBEEI
 
Buck converter controlled with ZAD and FPIC for DC-DC signal regulation
Buck converter controlled with ZAD and FPIC for DC-DC signal regulationBuck converter controlled with ZAD and FPIC for DC-DC signal regulation
Buck converter controlled with ZAD and FPIC for DC-DC signal regulationTELKOMNIKA JOURNAL
 
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...João Baltazar
 
A Novel Nonlinear Control of Boost Converter using CCM Phase Plane
A Novel Nonlinear Control of Boost Converter using CCM Phase PlaneA Novel Nonlinear Control of Boost Converter using CCM Phase Plane
A Novel Nonlinear Control of Boost Converter using CCM Phase PlaneIJECEIAES
 
Nowak NVSMW-ICMTD'08
Nowak NVSMW-ICMTD'08Nowak NVSMW-ICMTD'08
Nowak NVSMW-ICMTD'08EtienneNowak
 
Optimal combinaison of CFD modeling and statistical learning for short-term w...
Optimal combinaison of CFD modeling and statistical learning for short-term w...Optimal combinaison of CFD modeling and statistical learning for short-term w...
Optimal combinaison of CFD modeling and statistical learning for short-term w...Jean-Claude Meteodyn
 

Similar to CEM Workshop Lectures (6/11): FVTD Method in CEM (20)

CEM and Radar Cross Section @ Zeus Numerix
CEM and Radar Cross Section @ Zeus NumerixCEM and Radar Cross Section @ Zeus Numerix
CEM and Radar Cross Section @ Zeus Numerix
 
CFD Lecture (7/8): Best Practices in CFD
CFD Lecture (7/8): Best Practices in CFDCFD Lecture (7/8): Best Practices in CFD
CFD Lecture (7/8): Best Practices in CFD
 
CFD Lecture (6/8): Solvers- Incompressible Flow
CFD Lecture (6/8): Solvers- Incompressible FlowCFD Lecture (6/8): Solvers- Incompressible Flow
CFD Lecture (6/8): Solvers- Incompressible Flow
 
Best practices in CFD
Best practices in CFDBest practices in CFD
Best practices in CFD
 
Chapter3
Chapter3Chapter3
Chapter3
 
Introduction to ZNTutor-CFD
Introduction to ZNTutor-CFDIntroduction to ZNTutor-CFD
Introduction to ZNTutor-CFD
 
CFD Lecture (3/8): Mesh Generation in CFD
CFD Lecture (3/8): Mesh Generation in CFDCFD Lecture (3/8): Mesh Generation in CFD
CFD Lecture (3/8): Mesh Generation in CFD
 
CFD Lecture (1/8): ZNTutor CFD- An Introduction
CFD Lecture (1/8): ZNTutor CFD- An IntroductionCFD Lecture (1/8): ZNTutor CFD- An Introduction
CFD Lecture (1/8): ZNTutor CFD- An Introduction
 
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...
UrbaWind, a Computational Fluid Dynamics tool to predict wind resource in urb...
 
Integration of the natural cross ventilation in the CFD software UrbaWind
Integration of the natural cross ventilation in the CFD software UrbaWindIntegration of the natural cross ventilation in the CFD software UrbaWind
Integration of the natural cross ventilation in the CFD software UrbaWind
 
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...
Recent Progress in SCCS on GPU Simulation of Biomedical and Hydrodynamic Prob...
 
Timing and synchronization for 5G over optical networks
Timing and synchronization for 5G over optical networksTiming and synchronization for 5G over optical networks
Timing and synchronization for 5G over optical networks
 
PROPAN - Propeller Panel Code
PROPAN - Propeller Panel CodePROPAN - Propeller Panel Code
PROPAN - Propeller Panel Code
 
Employing non-orthogonal multiple access scheme in UAV-based wireless networks
Employing non-orthogonal multiple access scheme in UAV-based wireless networksEmploying non-orthogonal multiple access scheme in UAV-based wireless networks
Employing non-orthogonal multiple access scheme in UAV-based wireless networks
 
Buck converter controlled with ZAD and FPIC for DC-DC signal regulation
Buck converter controlled with ZAD and FPIC for DC-DC signal regulationBuck converter controlled with ZAD and FPIC for DC-DC signal regulation
Buck converter controlled with ZAD and FPIC for DC-DC signal regulation
 
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...
An Iteratively Coupled Solution Method for Partial and Super-Cavitation Predi...
 
Jeroen Zomerdijk
Jeroen ZomerdijkJeroen Zomerdijk
Jeroen Zomerdijk
 
A Novel Nonlinear Control of Boost Converter using CCM Phase Plane
A Novel Nonlinear Control of Boost Converter using CCM Phase PlaneA Novel Nonlinear Control of Boost Converter using CCM Phase Plane
A Novel Nonlinear Control of Boost Converter using CCM Phase Plane
 
Nowak NVSMW-ICMTD'08
Nowak NVSMW-ICMTD'08Nowak NVSMW-ICMTD'08
Nowak NVSMW-ICMTD'08
 
Optimal combinaison of CFD modeling and statistical learning for short-term w...
Optimal combinaison of CFD modeling and statistical learning for short-term w...Optimal combinaison of CFD modeling and statistical learning for short-term w...
Optimal combinaison of CFD modeling and statistical learning for short-term w...
 

More from Abhishek Jain

Optimization in CFD and Case Studies
Optimization in CFD and Case StudiesOptimization in CFD and Case Studies
Optimization in CFD and Case StudiesAbhishek Jain
 
Aero Acoustic Field & its Modeling @ Zeus Numerix
Aero Acoustic Field & its Modeling @ Zeus NumerixAero Acoustic Field & its Modeling @ Zeus Numerix
Aero Acoustic Field & its Modeling @ Zeus NumerixAbhishek Jain
 
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS Computation
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS ComputationCEM Workshop Lectures (7/11): PO/PTD Solver for RCS Computation
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS ComputationAbhishek Jain
 
CFD Lecture (8/8): CFD in Chemical Systems
CFD Lecture (8/8): CFD in Chemical SystemsCFD Lecture (8/8): CFD in Chemical Systems
CFD Lecture (8/8): CFD in Chemical SystemsAbhishek Jain
 
CFD Lecture (5/8): Solvers- Compressible Flow
CFD Lecture (5/8): Solvers- Compressible FlowCFD Lecture (5/8): Solvers- Compressible Flow
CFD Lecture (5/8): Solvers- Compressible FlowAbhishek Jain
 
CFD Lecture (4/8): Compressible Flow- Basics
CFD Lecture (4/8): Compressible Flow- BasicsCFD Lecture (4/8): Compressible Flow- Basics
CFD Lecture (4/8): Compressible Flow- BasicsAbhishek Jain
 
Revisiting Projection Methods over Automatic Oct-tree Meshes
Revisiting Projection Methods over Automatic Oct-tree MeshesRevisiting Projection Methods over Automatic Oct-tree Meshes
Revisiting Projection Methods over Automatic Oct-tree MeshesAbhishek Jain
 
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated Spaces
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated SpacesCFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated Spaces
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated SpacesAbhishek Jain
 
Automatic Target Recognition Using Recurrent Neural Networks
Automatic Target Recognition Using Recurrent Neural NetworksAutomatic Target Recognition Using Recurrent Neural Networks
Automatic Target Recognition Using Recurrent Neural NetworksAbhishek Jain
 
An Approach of Minimizing Dust Ingress Problem in an Open Vehicle
An Approach of Minimizing Dust Ingress Problem in an Open VehicleAn Approach of Minimizing Dust Ingress Problem in an Open Vehicle
An Approach of Minimizing Dust Ingress Problem in an Open VehicleAbhishek Jain
 
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...Abhishek Jain
 
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...Abhishek Jain
 
Development of Software for Sizing of Axial Flow Fans -- Zeus Numerix
Development of Software for Sizing of Axial Flow Fans -- Zeus NumerixDevelopment of Software for Sizing of Axial Flow Fans -- Zeus Numerix
Development of Software for Sizing of Axial Flow Fans -- Zeus NumerixAbhishek Jain
 
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...Abhishek Jain
 
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...Abhishek Jain
 
Numerical Simulation Over Flat-Disk Aerospike at Mach 6
Numerical Simulation Over Flat-Disk Aerospike at Mach 6Numerical Simulation Over Flat-Disk Aerospike at Mach 6
Numerical Simulation Over Flat-Disk Aerospike at Mach 6Abhishek Jain
 

More from Abhishek Jain (16)

Optimization in CFD and Case Studies
Optimization in CFD and Case StudiesOptimization in CFD and Case Studies
Optimization in CFD and Case Studies
 
Aero Acoustic Field & its Modeling @ Zeus Numerix
Aero Acoustic Field & its Modeling @ Zeus NumerixAero Acoustic Field & its Modeling @ Zeus Numerix
Aero Acoustic Field & its Modeling @ Zeus Numerix
 
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS Computation
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS ComputationCEM Workshop Lectures (7/11): PO/PTD Solver for RCS Computation
CEM Workshop Lectures (7/11): PO/PTD Solver for RCS Computation
 
CFD Lecture (8/8): CFD in Chemical Systems
CFD Lecture (8/8): CFD in Chemical SystemsCFD Lecture (8/8): CFD in Chemical Systems
CFD Lecture (8/8): CFD in Chemical Systems
 
CFD Lecture (5/8): Solvers- Compressible Flow
CFD Lecture (5/8): Solvers- Compressible FlowCFD Lecture (5/8): Solvers- Compressible Flow
CFD Lecture (5/8): Solvers- Compressible Flow
 
CFD Lecture (4/8): Compressible Flow- Basics
CFD Lecture (4/8): Compressible Flow- BasicsCFD Lecture (4/8): Compressible Flow- Basics
CFD Lecture (4/8): Compressible Flow- Basics
 
Revisiting Projection Methods over Automatic Oct-tree Meshes
Revisiting Projection Methods over Automatic Oct-tree MeshesRevisiting Projection Methods over Automatic Oct-tree Meshes
Revisiting Projection Methods over Automatic Oct-tree Meshes
 
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated Spaces
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated SpacesCFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated Spaces
CFD Study on Controlling Aerosol Dispersion Inside Closed Ventilated Spaces
 
Automatic Target Recognition Using Recurrent Neural Networks
Automatic Target Recognition Using Recurrent Neural NetworksAutomatic Target Recognition Using Recurrent Neural Networks
Automatic Target Recognition Using Recurrent Neural Networks
 
An Approach of Minimizing Dust Ingress Problem in an Open Vehicle
An Approach of Minimizing Dust Ingress Problem in an Open VehicleAn Approach of Minimizing Dust Ingress Problem in an Open Vehicle
An Approach of Minimizing Dust Ingress Problem in an Open Vehicle
 
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...
Simulations Of Unsteady Flow Around A Generic Pickup Truck Using Reynolds Ave...
 
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...
CFD Studies of Blended Wing Body Configuration for High Angles of Attack -- Z...
 
Development of Software for Sizing of Axial Flow Fans -- Zeus Numerix
Development of Software for Sizing of Axial Flow Fans -- Zeus NumerixDevelopment of Software for Sizing of Axial Flow Fans -- Zeus Numerix
Development of Software for Sizing of Axial Flow Fans -- Zeus Numerix
 
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...
Static Aeroelasticity Analysis of Spinning Rocket for Divergence Speed -- Zeu...
 
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...
Effect of Geometry on Variation of Heat Flux and Drag for Launch Vehicle -- Z...
 
Numerical Simulation Over Flat-Disk Aerospike at Mach 6
Numerical Simulation Over Flat-Disk Aerospike at Mach 6Numerical Simulation Over Flat-Disk Aerospike at Mach 6
Numerical Simulation Over Flat-Disk Aerospike at Mach 6
 

Recently uploaded

How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - Englishneillewis46
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseAnaAcapella
 
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdfVishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdfssuserdda66b
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxheathfieldcps1
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfSherif Taha
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxDr. Sarita Anand
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 

Recently uploaded (20)

How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdfVishram Singh - Textbook of Anatomy  Upper Limb and Thorax.. Volume 1 (1).pdf
Vishram Singh - Textbook of Anatomy Upper Limb and Thorax.. Volume 1 (1).pdf
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 

CEM Workshop Lectures (6/11): FVTD Method in CEM