SlideShare a Scribd company logo
1 of 28
1Built-to-Spec | Product Approval | Engineering Services | Software Development
Best Practices in RCS
Predictions
Good practices evolved for solution in reasonable
accuracy and time
2
©ZeusNumerixPvtLtd:ConfidentialDocument
Contents
 Introduction
 Assumption
 Grid Generation
 Basics of Electromagnetism
 Basics of RCS
 RCS of Simple Shapes
 Boundary conditions & scattering
 Post-processing
 Overview
2
28-Sep-2012 Best Practices in CEM
3
©ZeusNumerixPvtLtd:ConfidentialDocument
Best Practices : Introduction
 Before using the software, you should know
 Basics of Electromagnetism and RCS
 Aim of the problem – near field, far field or RCS?
 Accuracy vs. time available
 Hardware limitations
 No blind trust on the software. Every problem is unique in some sense or the other.
Can we validate the software and the simulation process on a similar problem?
 Recommend new users solving for canonical shapes first and interpret the results
 It is good to solve as many problems as possible, before attempting the real life problems
3
28-Sep-2012 Best Practices in CEM
4
©ZeusNumerixPvtLtd:ConfidentialDocument
Assumption
 Simulation engineer
 Has a reasonable background on electromagnetism and RCS
 Knows the basic steps in the simulation
 Has some idea about numerical method being used
 What one should do in each step
 Grid generation
 Setting up solver
 Post-processing
4
28-Sep-2012 Best Practices in CEM
5
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid Generation
 Importance of grid generation
 Good grid is half CEM done; Inferior grid is full CEM repeated
 Grid must respect the physics
 Higher the frequency, finer will be the mesh. To satisfy Nyquist criterion, at least three mesh
points per wavelength are required.
 For Gaussian pulse, mesh points based on highest frequency
 Requirements change with problem. Waveguide requires resolving 3D field; RCS requires
resolving surface currents
 Position of outer boundary
 At short distance, it may produce a spurious reflected wave of considerable strength
 If it is a large distance, solution is costlier.
5
28-Sep-2012 Best Practices in CEM
6
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid Generation contd…
 Topology of blocks affects global grid density
 If possible, use O-O-O topology for multi-block structured meshes.
 Clustering
 It is good to have more mesh points where field is expected to change rapidly; but too much
clustering slows down the progress of solution
 Cluster the mesh points near sharp corners, bends and areas of large curvature
 What mesh size is adequate ?
 Carry out grid convergence studies
 Make a fine mesh and coarsen it, till you get 2 meshes with reasonably identical results
6
28-Sep-2012 Best Practices in CEM
7
©ZeusNumerixPvtLtd:ConfidentialDocument
Grid Generation contd…
 Mesh quality
 Skewness - included angles should be close to 90 degrees
 Smoothness - volume changes must not be abrupt
 aspect ratio - hexahedrons should be close to cuboid
 A mesh good for one incidence may not be good for all incidences.
 Mesh generation is incomplete till
 BCs are assigned
 Proper labels are given to various surfaces
 The volume occupied by the scatterer is deleted
 Note that sizes and linear dimensions are in SI units
7
28-Sep-2012 Best Practices in CEM
8
©ZeusNumerixPvtLtd:ConfidentialDocument
Basics of Electromagnetics
28-Sep-2012 Best Practices in CEM
Electromagnetic waves
Frequency : f = c/ , Wave number : k = 2/,
Poynting vector S = E x H (watts /m2) Polarization : direction of E
 EM waves have two fields: Electrical field and Magnetic field
 The fields are perpendicular to each other
 The direction of electrical field dictates the polarization
 Energy density = energy / volume = ( E2 +  H2) Joules / m3
 Flux of energy S = E x H watts / m2
 Power ~ (amplitude)2
8
9
©ZeusNumerixPvtLtd:ConfidentialDocument
Basics of Electromagnetism
 RCS depends up on:
 Relative size of the object wrt. to wavelength of wave
 Shape of the target
 Orientation of target with respect to source of radiation
 Orientation of the receiving radar with respect to target
 Material of the surface. Here we are using surface as PEC
 If there is no absorption or transmission, RCS reduced in one direction, it will
necessarily increase in some other direction
28-Sep-2012 Best Practices in CEM
9
10
©ZeusNumerixPvtLtd:ConfidentialDocument
10
Basics of RCS
Incident power
scattered or reflected power is
collected by different antennas
Bi-static Configuration
Mono-static Configuration
scattered or reflected power is
collected by the same antenna
Rst
Rtf
Rst
Incident power
scattered power
Transmitting and also receiving antenna
Transmitting antenna
receiving antenna
28-Sep-2012 Best Practices in CEM
11
©ZeusNumerixPvtLtd:ConfidentialDocument
Basics of RCS…
 Contribution to RCS, energy received from the target comes from three mechanisms:
 Reflection
 Diffraction
 Creeping waves
 Mono-static radar RCS :Energy scattered towards the source is called backscattered energy
 Bi-static RCS: Energy scattered in any other directions
 RCS (normally denoted by ) is defined as 4 (Ps /Pi); where,
 Ps scattered or reflected power per solid angle (w/sold angle) and
 Pi incident power density (w/m2)
11
28-Sep-2012 Best Practices in CEM
12
©ZeusNumerixPvtLtd:ConfidentialDocument
RCS of Simple Shapes
28-Sep-2012 Best Practices in CEM
RCS of flat plates
 This is mostly reflection (or specular reflection)
 RCS with incident wave making an angle  is
  = (L2/)(kw cos() sin(kw sin())/kw sin())2
 k = wave number = 2/
 at  = 0, RCS,   L2w2/2
12
13
©ZeusNumerixPvtLtd:ConfidentialDocument
RCS of Simple Shapes
28-Sep-2012 Best Practices in CEM
RCS of a cylinder
 Reflected energy is not restricted in the backward direction, however maximum
scatter is in the backward direction
 There can be considerable scattering at angles other than 90 degrees
 For a cylinder, the reflected signal is proportional to kaL2/
13
14
©ZeusNumerixPvtLtd:ConfidentialDocument
RCS of Simple Shapes
28-Sep-2012 Best Practices in CEM
RCS of a sphere
 Reflected energy is not restricted in the backward direction, however maximum
scatter is in the backward direction
 There can be considerable scattering at angles other than 90 degrees
 For a sphere, the reflected signal is proportional to r2
14
15
©ZeusNumerixPvtLtd:ConfidentialDocument
28-Sep-2012 Best Practices in CEM
15
RCS of Sphere
16
©ZeusNumerixPvtLtd:ConfidentialDocument
28-Sep-2012 Best Practices in CEM
16
Back Scattering from Different Shapes
17
©ZeusNumerixPvtLtd:ConfidentialDocument
28-Sep-2012 Best Practices in CEM
17
Boundary Conditions & Scattering
18
©ZeusNumerixPvtLtd:ConfidentialDocument
28-Sep-2012 Best Practices in CEM
18
Boundary Conditions & Scattering
19
©ZeusNumerixPvtLtd:ConfidentialDocument
BCs for Scattered Field from PEC
28-Sep-2012 Best Practices in CEM
 Escattered_n = - Eincident_n Escattered_t = Eincident_t
 Hscattered_n = Hincident_n Hscattered_t = - Hincident_t
19
20
©ZeusNumerixPvtLtd:ConfidentialDocument
Reflections
28-Sep-2012 Best Practices in CEM
 EM waves may reflect several times causing secondary reflections
 Multiple reflections may produce
 Constructive interference
 Destructive interference
20
21
©ZeusNumerixPvtLtd:ConfidentialDocument
Diffraction
28-Sep-2012 Best Practices in CEM
 Diffraction is scattering from edges and vertices
 Since the normal is not defined on PEC, it is very difficult numerically calculate the
effect of diffraction
 Diffraction obeys the law angle of incidence = angle of re-radiation cone
21
22
©ZeusNumerixPvtLtd:ConfidentialDocument
Travelling and Creeping Waves on PEC
28-Sep-2012 Best Practices in CEM
 For smooth surfaces such as ellipsoids, EM waves hardly get reflected
 Almost all the energy is carried parallel to the target surface with speed of light as
 Creeping wave – travelling in shadow region
 Traveling wave – incident + reflected wave in the illuminated region
 Energy is scattered from the farthest point form the transmitter
 Variation of E and H in creeping wave can be found out based on
 The governing equations and
 Boundary conditions on PEC
22
23
©ZeusNumerixPvtLtd:ConfidentialDocument
28-Sep-2012 Best Practices in CEM
23
Travelling and Creeping Waves on PEC
24
©ZeusNumerixPvtLtd:ConfidentialDocument
Manifestation of Multiple Reflections,
Travelling and Creeping waves on PEC
28-Sep-2012 Best Practices in CEM
 For an arbitrary body, there can be multiple reflections and traveling & creeping
waves
 EM waves need to be given path and time for these effects to manifest themselves
and change the results
 The simulations must be of adequate size so that reflected waves travel fully through
computational domain
 The simulation must be carried out for a longer so that RCS does not change and
contribution from these effects is affected
24
25
©ZeusNumerixPvtLtd:ConfidentialDocument
Post-processing
 Use surface colour plots
 Confirm that BC is satisfied. At any instant
 Total magnetic flux must be zero on the surface
 Total electric flux must be constant on the surface
 Confirm that there is a sinusoidal variation of scattered field
 Sinusoidal incident will generate sinusoidal scattered field as the Maxwell’s equations being solved are
linear
 Do we have adequate surface meshes?
 Distance between two neighboring maximas (or minimas) for a component of E or H should be 
 Distance between two neighboring maximas (or minimas) for surface current must be 
 Distance between two neighboring maximas in |E| (or |H|) should be equal to /2. Here value for
minima must be close to 0.
25
28-Sep-2012 Best Practices in CEM
26
©ZeusNumerixPvtLtd:ConfidentialDocument
Post-processing Results
 Movement of scattered wave
 Scattered wave is the response of the PEC to the incident wave as a result of the boundary
condition.
 The scattered E field will have the same sign as incident wave
 The scattered H field will have the opposite sign as incident wave
 The scattered wave locally moves along outward normal
 Is the variation of scattered field following reasonable trend for
 Face directly illuminated by the incident wave
 Shadow region
 Is there a creeping wave expected?
 Is it correct near vertical and horizontal edge?
26
28-Sep-2012 Best Practices in CEM
27
©ZeusNumerixPvtLtd:ConfidentialDocument
General Overview
 Better to use standard format like CGNS for interoperability
 It is well known that a lot of time is wasted in converting and rewriting files in different
formats.
 Use good naming conventions for files.
 In real solutions are required in reasonable time. Estimate the time required as
accurately as possible before starting the simulations
 It is better to acquire suitable computing resources, than using existing resources
hoping that results with acceptable accuracies will be generated
 Usually engineers make a mistake in routine simulations due to over confidence
 More engineers doesn’t mean faster results; reverse possible
27
28-Sep-2012 Best Practices in CEM
28
www.zeusnumerix.com
+91 72760 31511
Abhishek Jain
abhishek@zeusnumerix.com
Thank You !

More Related Content

What's hot

Fixed Width Replica Redundancy Block Multiplier
Fixed Width Replica Redundancy Block MultiplierFixed Width Replica Redundancy Block Multiplier
Fixed Width Replica Redundancy Block MultiplierIRJET Journal
 
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
 
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
 
Pathloss based power control technique in heterogeneous network
Pathloss based power control technique in heterogeneous networkPathloss based power control technique in heterogeneous network
Pathloss based power control technique in heterogeneous networkEzhilazhahi AM
 
Surface Plasmon Resonance
Surface Plasmon ResonanceSurface Plasmon Resonance
Surface Plasmon ResonanceDebasmit Das
 
Impedance matching in awr
Impedance matching in awrImpedance matching in awr
Impedance matching in awrAntul Kashyap
 
Implementation of Area Effective Carry Select Adders
Implementation of Area Effective Carry Select AddersImplementation of Area Effective Carry Select Adders
Implementation of Area Effective Carry Select AddersKumar Goud
 
GRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionGRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionMarie Spence
 
Statistics and Probability of Detection in Wind Turbine Radar Clutter
Statistics and Probability of Detection in Wind Turbine Radar ClutterStatistics and Probability of Detection in Wind Turbine Radar Clutter
Statistics and Probability of Detection in Wind Turbine Radar ClutterjournalBEEI
 
Optimal Deployment Scheme for Load Balancing in Sensor Network
Optimal Deployment Scheme for Load Balancing in Sensor NetworkOptimal Deployment Scheme for Load Balancing in Sensor Network
Optimal Deployment Scheme for Load Balancing in Sensor NetworkIRJET Journal
 
Design of Low Power Energy Efficient Carry Select Adder Using CMOS Technology
Design of Low Power Energy Efficient Carry Select Adder Using CMOS TechnologyDesign of Low Power Energy Efficient Carry Select Adder Using CMOS Technology
Design of Low Power Energy Efficient Carry Select Adder Using CMOS TechnologyAssociate Professor in VSB Coimbatore
 
vlsi training in chennai
vlsi training in chennaivlsi training in chennai
vlsi training in chennaimatrixphagwara
 
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
 
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
 
Efficient HPR-based Rendering of Point Clouds
Efficient HPR-based Rendering of Point CloudsEfficient HPR-based Rendering of Point Clouds
Efficient HPR-based Rendering of Point CloudsRoger Hernando Buch
 
2 GHz Patch Antenna/Array Design
2 GHz Patch Antenna/Array Design2 GHz Patch Antenna/Array Design
2 GHz Patch Antenna/Array DesignRashad Alsaffar
 
Applications of VILLASframework
Applications of VILLASframeworkApplications of VILLASframework
Applications of VILLASframeworkSteffen Vogel
 
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...IJERA Editor
 
High Performance Layout Design of SR Flip Flop using NAND Gates
High Performance Layout Design of SR Flip Flop using NAND Gates High Performance Layout Design of SR Flip Flop using NAND Gates
High Performance Layout Design of SR Flip Flop using NAND Gates IJEEE
 

What's hot (20)

Fixed Width Replica Redundancy Block Multiplier
Fixed Width Replica Redundancy Block MultiplierFixed Width Replica Redundancy Block Multiplier
Fixed Width Replica Redundancy Block Multiplier
 
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
 
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
 
Pathloss based power control technique in heterogeneous network
Pathloss based power control technique in heterogeneous networkPathloss based power control technique in heterogeneous network
Pathloss based power control technique in heterogeneous network
 
Surface Plasmon Resonance
Surface Plasmon ResonanceSurface Plasmon Resonance
Surface Plasmon Resonance
 
My Work
My WorkMy Work
My Work
 
Impedance matching in awr
Impedance matching in awrImpedance matching in awr
Impedance matching in awr
 
Implementation of Area Effective Carry Select Adders
Implementation of Area Effective Carry Select AddersImplementation of Area Effective Carry Select Adders
Implementation of Area Effective Carry Select Adders
 
GRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionGRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA Inversion
 
Statistics and Probability of Detection in Wind Turbine Radar Clutter
Statistics and Probability of Detection in Wind Turbine Radar ClutterStatistics and Probability of Detection in Wind Turbine Radar Clutter
Statistics and Probability of Detection in Wind Turbine Radar Clutter
 
Optimal Deployment Scheme for Load Balancing in Sensor Network
Optimal Deployment Scheme for Load Balancing in Sensor NetworkOptimal Deployment Scheme for Load Balancing in Sensor Network
Optimal Deployment Scheme for Load Balancing in Sensor Network
 
Design of Low Power Energy Efficient Carry Select Adder Using CMOS Technology
Design of Low Power Energy Efficient Carry Select Adder Using CMOS TechnologyDesign of Low Power Energy Efficient Carry Select Adder Using CMOS Technology
Design of Low Power Energy Efficient Carry Select Adder Using CMOS Technology
 
vlsi training in chennai
vlsi training in chennaivlsi training in chennai
vlsi training in chennai
 
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...
 
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
 
Efficient HPR-based Rendering of Point Clouds
Efficient HPR-based Rendering of Point CloudsEfficient HPR-based Rendering of Point Clouds
Efficient HPR-based Rendering of Point Clouds
 
2 GHz Patch Antenna/Array Design
2 GHz Patch Antenna/Array Design2 GHz Patch Antenna/Array Design
2 GHz Patch Antenna/Array Design
 
Applications of VILLASframework
Applications of VILLASframeworkApplications of VILLASframework
Applications of VILLASframework
 
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...
Improved Snr Of Mst Radar Signals By Kaiser-Hamming And Cosh-Hamming Window F...
 
High Performance Layout Design of SR Flip Flop using NAND Gates
High Performance Layout Design of SR Flip Flop using NAND Gates High Performance Layout Design of SR Flip Flop using NAND Gates
High Performance Layout Design of SR Flip Flop using NAND Gates
 

Similar to CEM Workshop Lectures (5/11): Best Practices in RCS Prediction

Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods
Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods  Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods
Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods IJECEIAES
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Arthur Weglein
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Arthur Weglein
 
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
 
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Daniel Riley
 
Nanometer layout handbook at high speed design
Nanometer layout handbook at high speed designNanometer layout handbook at high speed design
Nanometer layout handbook at high speed designMinho Park
 
An analytical method with numerical results to be used in the design of optic...
An analytical method with numerical results to be used in the design of optic...An analytical method with numerical results to be used in the design of optic...
An analytical method with numerical results to be used in the design of optic...nooriasukmaningtyas
 
Modelling Optical Waveguide Bends by the Method of Lines
Modelling Optical Waveguide Bends by the Method of LinesModelling Optical Waveguide Bends by the Method of Lines
Modelling Optical Waveguide Bends by the Method of LinesTELKOMNIKA JOURNAL
 
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and Why
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and WhyWebinar Slides: Probing Techniques and Tradeoffs – What to Use and Why
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and Whyteledynelecroy
 
PowerPoint Powerpoint
PowerPoint PowerpointPowerPoint Powerpoint
PowerPoint Powerpointwebhostingguy
 
PowerPoint Powerpoint
PowerPoint PowerpointPowerPoint Powerpoint
PowerPoint Powerpointwebhostingguy
 
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...IJECEIAES
 
A Novel Approach for Qualitative Imaging of Buried PEC Scatterers
A Novel Approach for Qualitative Imaging of Buried PEC ScatterersA Novel Approach for Qualitative Imaging of Buried PEC Scatterers
A Novel Approach for Qualitative Imaging of Buried PEC ScatterersTELKOMNIKA JOURNAL
 
Mini Project 2 - Impedance Matching With A Double Stub Tuner
Mini Project 2  -  Impedance Matching With A Double Stub TunerMini Project 2  -  Impedance Matching With A Double Stub Tuner
Mini Project 2 - Impedance Matching With A Double Stub TunerAIMST University
 
Radar 2009 a 7 radar cross section 2
Radar 2009 a 7 radar cross section 2Radar 2009 a 7 radar cross section 2
Radar 2009 a 7 radar cross section 2Forward2025
 

Similar to CEM Workshop Lectures (5/11): Best Practices in RCS Prediction (20)

Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods
Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods  Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods
Maximum Radiated Emissions of Printed Circuit Board Using Analytical Methods
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...
 
EPD_R&D_Proposal
EPD_R&D_ProposalEPD_R&D_Proposal
EPD_R&D_Proposal
 
Hx2615541560
Hx2615541560Hx2615541560
Hx2615541560
 
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
 
VCSELs
VCSELsVCSELs
VCSELs
 
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
 
Nanometer layout handbook at high speed design
Nanometer layout handbook at high speed designNanometer layout handbook at high speed design
Nanometer layout handbook at high speed design
 
An analytical method with numerical results to be used in the design of optic...
An analytical method with numerical results to be used in the design of optic...An analytical method with numerical results to be used in the design of optic...
An analytical method with numerical results to be used in the design of optic...
 
Modelling Optical Waveguide Bends by the Method of Lines
Modelling Optical Waveguide Bends by the Method of LinesModelling Optical Waveguide Bends by the Method of Lines
Modelling Optical Waveguide Bends by the Method of Lines
 
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and Why
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and WhyWebinar Slides: Probing Techniques and Tradeoffs – What to Use and Why
Webinar Slides: Probing Techniques and Tradeoffs – What to Use and Why
 
PowerPoint Powerpoint
PowerPoint PowerpointPowerPoint Powerpoint
PowerPoint Powerpoint
 
PowerPoint Powerpoint
PowerPoint PowerpointPowerPoint Powerpoint
PowerPoint Powerpoint
 
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...
A new design of a microstrip rectenna at 5.8 GHz for wireless power transmiss...
 
A Novel Approach for Qualitative Imaging of Buried PEC Scatterers
A Novel Approach for Qualitative Imaging of Buried PEC ScatterersA Novel Approach for Qualitative Imaging of Buried PEC Scatterers
A Novel Approach for Qualitative Imaging of Buried PEC Scatterers
 
wireless power transfer
wireless power transferwireless power transfer
wireless power transfer
 
Mini Project 2 - Impedance Matching With A Double Stub Tuner
Mini Project 2  -  Impedance Matching With A Double Stub TunerMini Project 2  -  Impedance Matching With A Double Stub Tuner
Mini Project 2 - Impedance Matching With A Double Stub Tuner
 
Radar 2009 a 7 radar cross section 2
Radar 2009 a 7 radar cross section 2Radar 2009 a 7 radar cross section 2
Radar 2009 a 7 radar cross section 2
 
Radar Systems Engineering L7P2
Radar Systems Engineering L7P2Radar Systems Engineering L7P2
Radar Systems Engineering L7P2
 

More from Abhishek Jain

Unsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixUnsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixAbhishek 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 (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...
CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...
CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...Abhishek 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 (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 (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
 
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 (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
 
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
 
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
 

More from Abhishek Jain (20)

Unsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus NumerixUnsteady Problems & Separation Studies @ Zeus Numerix
Unsteady Problems & Separation Studies @ Zeus Numerix
 
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 (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...
CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...
CEM Workshop Lectures (11/11): CEMExpert Usage of Almond Geometry for RCS Cal...
 
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 (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
 
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
 
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 (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
 
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
 
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
 

Recently uploaded

Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
MENTAL STATUS EXAMINATION format.docx
MENTAL     STATUS EXAMINATION format.docxMENTAL     STATUS EXAMINATION format.docx
MENTAL STATUS EXAMINATION format.docxPoojaSen20
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application ) Sakshi Ghasle
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPoojaSen20
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991RKavithamani
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfUmakantAnnand
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppCeline George
 

Recently uploaded (20)

Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
MENTAL STATUS EXAMINATION format.docx
MENTAL     STATUS EXAMINATION format.docxMENTAL     STATUS EXAMINATION format.docx
MENTAL STATUS EXAMINATION format.docx
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Hybridoma Technology ( Production , Purification , and Application )
Hybridoma Technology  ( Production , Purification , and Application  ) Hybridoma Technology  ( Production , Purification , and Application  )
Hybridoma Technology ( Production , Purification , and Application )
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptx
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.Compdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
URLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website AppURLs and Routing in the Odoo 17 Website App
URLs and Routing in the Odoo 17 Website App
 

CEM Workshop Lectures (5/11): Best Practices in RCS Prediction

  • 1. 1Built-to-Spec | Product Approval | Engineering Services | Software Development Best Practices in RCS Predictions Good practices evolved for solution in reasonable accuracy and time
  • 2. 2 ©ZeusNumerixPvtLtd:ConfidentialDocument Contents  Introduction  Assumption  Grid Generation  Basics of Electromagnetism  Basics of RCS  RCS of Simple Shapes  Boundary conditions & scattering  Post-processing  Overview 2 28-Sep-2012 Best Practices in CEM
  • 3. 3 ©ZeusNumerixPvtLtd:ConfidentialDocument Best Practices : Introduction  Before using the software, you should know  Basics of Electromagnetism and RCS  Aim of the problem – near field, far field or RCS?  Accuracy vs. time available  Hardware limitations  No blind trust on the software. Every problem is unique in some sense or the other. Can we validate the software and the simulation process on a similar problem?  Recommend new users solving for canonical shapes first and interpret the results  It is good to solve as many problems as possible, before attempting the real life problems 3 28-Sep-2012 Best Practices in CEM
  • 4. 4 ©ZeusNumerixPvtLtd:ConfidentialDocument Assumption  Simulation engineer  Has a reasonable background on electromagnetism and RCS  Knows the basic steps in the simulation  Has some idea about numerical method being used  What one should do in each step  Grid generation  Setting up solver  Post-processing 4 28-Sep-2012 Best Practices in CEM
  • 5. 5 ©ZeusNumerixPvtLtd:ConfidentialDocument Grid Generation  Importance of grid generation  Good grid is half CEM done; Inferior grid is full CEM repeated  Grid must respect the physics  Higher the frequency, finer will be the mesh. To satisfy Nyquist criterion, at least three mesh points per wavelength are required.  For Gaussian pulse, mesh points based on highest frequency  Requirements change with problem. Waveguide requires resolving 3D field; RCS requires resolving surface currents  Position of outer boundary  At short distance, it may produce a spurious reflected wave of considerable strength  If it is a large distance, solution is costlier. 5 28-Sep-2012 Best Practices in CEM
  • 6. 6 ©ZeusNumerixPvtLtd:ConfidentialDocument Grid Generation contd…  Topology of blocks affects global grid density  If possible, use O-O-O topology for multi-block structured meshes.  Clustering  It is good to have more mesh points where field is expected to change rapidly; but too much clustering slows down the progress of solution  Cluster the mesh points near sharp corners, bends and areas of large curvature  What mesh size is adequate ?  Carry out grid convergence studies  Make a fine mesh and coarsen it, till you get 2 meshes with reasonably identical results 6 28-Sep-2012 Best Practices in CEM
  • 7. 7 ©ZeusNumerixPvtLtd:ConfidentialDocument Grid Generation contd…  Mesh quality  Skewness - included angles should be close to 90 degrees  Smoothness - volume changes must not be abrupt  aspect ratio - hexahedrons should be close to cuboid  A mesh good for one incidence may not be good for all incidences.  Mesh generation is incomplete till  BCs are assigned  Proper labels are given to various surfaces  The volume occupied by the scatterer is deleted  Note that sizes and linear dimensions are in SI units 7 28-Sep-2012 Best Practices in CEM
  • 8. 8 ©ZeusNumerixPvtLtd:ConfidentialDocument Basics of Electromagnetics 28-Sep-2012 Best Practices in CEM Electromagnetic waves Frequency : f = c/ , Wave number : k = 2/, Poynting vector S = E x H (watts /m2) Polarization : direction of E  EM waves have two fields: Electrical field and Magnetic field  The fields are perpendicular to each other  The direction of electrical field dictates the polarization  Energy density = energy / volume = ( E2 +  H2) Joules / m3  Flux of energy S = E x H watts / m2  Power ~ (amplitude)2 8
  • 9. 9 ©ZeusNumerixPvtLtd:ConfidentialDocument Basics of Electromagnetism  RCS depends up on:  Relative size of the object wrt. to wavelength of wave  Shape of the target  Orientation of target with respect to source of radiation  Orientation of the receiving radar with respect to target  Material of the surface. Here we are using surface as PEC  If there is no absorption or transmission, RCS reduced in one direction, it will necessarily increase in some other direction 28-Sep-2012 Best Practices in CEM 9
  • 10. 10 ©ZeusNumerixPvtLtd:ConfidentialDocument 10 Basics of RCS Incident power scattered or reflected power is collected by different antennas Bi-static Configuration Mono-static Configuration scattered or reflected power is collected by the same antenna Rst Rtf Rst Incident power scattered power Transmitting and also receiving antenna Transmitting antenna receiving antenna 28-Sep-2012 Best Practices in CEM
  • 11. 11 ©ZeusNumerixPvtLtd:ConfidentialDocument Basics of RCS…  Contribution to RCS, energy received from the target comes from three mechanisms:  Reflection  Diffraction  Creeping waves  Mono-static radar RCS :Energy scattered towards the source is called backscattered energy  Bi-static RCS: Energy scattered in any other directions  RCS (normally denoted by ) is defined as 4 (Ps /Pi); where,  Ps scattered or reflected power per solid angle (w/sold angle) and  Pi incident power density (w/m2) 11 28-Sep-2012 Best Practices in CEM
  • 12. 12 ©ZeusNumerixPvtLtd:ConfidentialDocument RCS of Simple Shapes 28-Sep-2012 Best Practices in CEM RCS of flat plates  This is mostly reflection (or specular reflection)  RCS with incident wave making an angle  is   = (L2/)(kw cos() sin(kw sin())/kw sin())2  k = wave number = 2/  at  = 0, RCS,   L2w2/2 12
  • 13. 13 ©ZeusNumerixPvtLtd:ConfidentialDocument RCS of Simple Shapes 28-Sep-2012 Best Practices in CEM RCS of a cylinder  Reflected energy is not restricted in the backward direction, however maximum scatter is in the backward direction  There can be considerable scattering at angles other than 90 degrees  For a cylinder, the reflected signal is proportional to kaL2/ 13
  • 14. 14 ©ZeusNumerixPvtLtd:ConfidentialDocument RCS of Simple Shapes 28-Sep-2012 Best Practices in CEM RCS of a sphere  Reflected energy is not restricted in the backward direction, however maximum scatter is in the backward direction  There can be considerable scattering at angles other than 90 degrees  For a sphere, the reflected signal is proportional to r2 14
  • 16. 16 ©ZeusNumerixPvtLtd:ConfidentialDocument 28-Sep-2012 Best Practices in CEM 16 Back Scattering from Different Shapes
  • 19. 19 ©ZeusNumerixPvtLtd:ConfidentialDocument BCs for Scattered Field from PEC 28-Sep-2012 Best Practices in CEM  Escattered_n = - Eincident_n Escattered_t = Eincident_t  Hscattered_n = Hincident_n Hscattered_t = - Hincident_t 19
  • 20. 20 ©ZeusNumerixPvtLtd:ConfidentialDocument Reflections 28-Sep-2012 Best Practices in CEM  EM waves may reflect several times causing secondary reflections  Multiple reflections may produce  Constructive interference  Destructive interference 20
  • 21. 21 ©ZeusNumerixPvtLtd:ConfidentialDocument Diffraction 28-Sep-2012 Best Practices in CEM  Diffraction is scattering from edges and vertices  Since the normal is not defined on PEC, it is very difficult numerically calculate the effect of diffraction  Diffraction obeys the law angle of incidence = angle of re-radiation cone 21
  • 22. 22 ©ZeusNumerixPvtLtd:ConfidentialDocument Travelling and Creeping Waves on PEC 28-Sep-2012 Best Practices in CEM  For smooth surfaces such as ellipsoids, EM waves hardly get reflected  Almost all the energy is carried parallel to the target surface with speed of light as  Creeping wave – travelling in shadow region  Traveling wave – incident + reflected wave in the illuminated region  Energy is scattered from the farthest point form the transmitter  Variation of E and H in creeping wave can be found out based on  The governing equations and  Boundary conditions on PEC 22
  • 23. 23 ©ZeusNumerixPvtLtd:ConfidentialDocument 28-Sep-2012 Best Practices in CEM 23 Travelling and Creeping Waves on PEC
  • 24. 24 ©ZeusNumerixPvtLtd:ConfidentialDocument Manifestation of Multiple Reflections, Travelling and Creeping waves on PEC 28-Sep-2012 Best Practices in CEM  For an arbitrary body, there can be multiple reflections and traveling & creeping waves  EM waves need to be given path and time for these effects to manifest themselves and change the results  The simulations must be of adequate size so that reflected waves travel fully through computational domain  The simulation must be carried out for a longer so that RCS does not change and contribution from these effects is affected 24
  • 25. 25 ©ZeusNumerixPvtLtd:ConfidentialDocument Post-processing  Use surface colour plots  Confirm that BC is satisfied. At any instant  Total magnetic flux must be zero on the surface  Total electric flux must be constant on the surface  Confirm that there is a sinusoidal variation of scattered field  Sinusoidal incident will generate sinusoidal scattered field as the Maxwell’s equations being solved are linear  Do we have adequate surface meshes?  Distance between two neighboring maximas (or minimas) for a component of E or H should be   Distance between two neighboring maximas (or minimas) for surface current must be   Distance between two neighboring maximas in |E| (or |H|) should be equal to /2. Here value for minima must be close to 0. 25 28-Sep-2012 Best Practices in CEM
  • 26. 26 ©ZeusNumerixPvtLtd:ConfidentialDocument Post-processing Results  Movement of scattered wave  Scattered wave is the response of the PEC to the incident wave as a result of the boundary condition.  The scattered E field will have the same sign as incident wave  The scattered H field will have the opposite sign as incident wave  The scattered wave locally moves along outward normal  Is the variation of scattered field following reasonable trend for  Face directly illuminated by the incident wave  Shadow region  Is there a creeping wave expected?  Is it correct near vertical and horizontal edge? 26 28-Sep-2012 Best Practices in CEM
  • 27. 27 ©ZeusNumerixPvtLtd:ConfidentialDocument General Overview  Better to use standard format like CGNS for interoperability  It is well known that a lot of time is wasted in converting and rewriting files in different formats.  Use good naming conventions for files.  In real solutions are required in reasonable time. Estimate the time required as accurately as possible before starting the simulations  It is better to acquire suitable computing resources, than using existing resources hoping that results with acceptable accuracies will be generated  Usually engineers make a mistake in routine simulations due to over confidence  More engineers doesn’t mean faster results; reverse possible 27 28-Sep-2012 Best Practices in CEM
  • 28. 28 www.zeusnumerix.com +91 72760 31511 Abhishek Jain abhishek@zeusnumerix.com Thank You !