SlideShare a Scribd company logo
Ground Penetrating Radar
Basic for Civil Engineering
2014. 04. 17
GPR Basic for Master’s Course
Jiyoung Rhee
Engineer Researcher
What is RADAR?
3/45
RADAR?
4/45
RADAR? No! Laser
5/45
RADAR
Surveillance(Search) Radar (Army/Aiport)
http:// www.naval-technology.com
6/45
RADAR
Weather Radar
http://www.kma.go.kr/
7/45
RADAR
3 Dimensional Radar(TRMM PR)
[Hurricane Sandy, Oct. 28, 2012 at 1725 UTC (1:25 PM EDT)]http://trmm.gsfc.nasa.gov/ 8/45
RADAR
Navigation
http://www.nauticexpo.com/
9/45
RADAR
• Radio Detecting And Ranging
• An object-detection system that
uses radio waves to determine the
range, altitude, direction, or speed of
objects.
http://en.wikipedia.org/
10/45
RADAR
http://en.wikipedia.org/
Principle of a Sonar or Radar Distance Measurement
11/45
G P R ?
12/45
Ground
Penetrating
Radar
13/45
Ground Penetrating Radar
• A geophysical method that
uses radar pulses to image the
subsurface.
• This nondestructive method detects
the reflected signals from subsurface
structures.
http://en.wikipedia.org/
14/45
Ground Penetrating Radar
• GPR can be used in a variety of
media, including rock, soil, ice, fresh
water, pavements and structures.
• It can detect objects, changes in
material, and voids and cracks.
http://en.wikipedia.org/
15/45
Ground Penetrating Radar
Deterioration
Approach
Thickness
Pavement
Sink hole
Rebar
Tunnel
16/45
Definitions!
17/45
Dielectric Constant
• Dielectric Permittivity is the property that
describes the ability of a material to store
electric energy by separating opposite
polarity charges in space. (units :
farads/metre(F/m))
• Relative dielectric permittivity (dielectric
constant) is the ratio of the permittivity of a
material to that of free space, 8.854×10−12
F/m. (No unit!)
ASTM D 6432 – 11 3.2.9
18/45
Electrical Conductivity
• The ability of a material to support an
electrical current (material property that
describes the movement of electrons or
ions) due to an applied electrical field.
(units : Siemens/metre (S/m)).
ASTM D 6432 – 11 3.2.5
19/45
Electrical Properties
Approximate Electromagnetic Properties of Various Materials
ASTM D 6432 – 11 Table 1
20/45
Survey & Analysis
21/45
Data Acquisition
ASTM D 6432 – 11 Fig 1.
Schematic Diagram of a Ground-Penetrating Radar System
22/45
Data Acquisition
• GPR uses high-frequency radio waves
and transmits into the ground.
• When the wave hits a buried object or a
boundary with different dielectric
constants, the receiving antenna
records variations in the reflected return
signal.
http://en.wikipedia.org/
23/45
Data Acquisition
• The depth range of GPR is limited by
the electrical conductivity of the ground,
the transmitted center frequency and the
radiated power.
• As conductivity increases, the penetration
depth decreases.
• Higher frequencies do not penetrate as far
as lower frequencies, but give better
resolution.
http://en.wikipedia.org/
24/45
Data Acquisition
ASTM D 6432 – 11 Fig 1.
Schematic Diagram of a Ground-Penetrating Radar System
Soil
Buried Object
Bed Rock
Transmitter
Antenna
Receiver
Antenna
Control
Unit
Data
Display
Data
Storage
Ground Surface
25/45
Data Acquisition
ASTM D 6432 – 11 Fig 1.
Schematic Diagram of a Ground-Penetrating Radar System
Soil
Buried Object
Bed Rock
Transmitter
Antenna
Receiver
Antenna
Control
Unit
Data
Display
Data
Storage
Ground Surface
t1
26/45
Data Acquisition
ASTM D 6432 – 11 Fig 1.
Schematic Diagram of a Ground-Penetrating Radar System
Soil
Buried Object
Bed Rock
Transmitter
Antenna
Receiver
Antenna
Control
Unit
Data
Display
Data
Storage
Ground Surface
Different
EM Properties
t1 t2
27/45
Data Acquisition
ASTM D 6432 – 11 Fig 1.
Schematic Diagram of a Ground-Penetrating Radar System
Soil
Buried Object
Bed Rock
Transmitter
Antenna
Receiver
Antenna
Control
Unit
Data
Display
Data
Storage
Ground Surface
Different
EM Properties
t1 t2
28/45
Received Data
ASTM D 6432 – 11 Fig 1.
Soil
Buried Object
Bed Rock
Transmitter
Antenna
Receiver
Antenna
Control
Unit
Data
Display
Data
Storage
Ground Surface
t1 t2
A1
A2
A Trace
+-
Time
A1
A2
Volts
t=t1+t2
29/45
Data Analysis
• Depth
ASTM D 6432 – 11 Eq. (1)
m
V
t
d
2
r
m
c
V
- c = propagation velocity in free space(3X108m/s)
- Vm = propagation velocity through the material
- εr = relative permittivity
A Trace
+-
Time
A1
A2
Volts
t=t1+t2
30/45
GPR Survey & Analysis
A Series of Traces
Depth
1 2 3 4 5
Survey
Time
1 2 3 4 5
Survey
31/45
Point Reflector
GPR Survey & Analysis
A Series of Traces
Depth
1 2 3 4 5
Survey
Time
1 2 3 4 5
Survey
32/45
Line Reflector
GPR Survey & Analysis
Wiggle Trace Linescans
33/45
Investigation
34/45
Rebars in a Concrete Pavement
Linescans Wiggle Trace
Surface
Rebars
35/45
Layer Thickness at Bridge Deck
A/C
Rebars
Bottom
36/45
Subsidence near the Dongtan IC
Patching
Subsidence
B=1.2m
Grouting
Patching
Grouting
37/45
Cultural Treasure in Gyeongju
http://news.dongascience.com/PHP/NewsView.php?kisaid=20120810200002327242
Gyeongju Wolseon, Gyeongsangbuk-do
Seokbinggo
38/45
Press News
http://www.yonhapnews.co.kr http://www.e2news.com
39/45
Press News
http://www.joins.com http://www.segye.com
40/45
Now & the Future?
41/45
Now : Research
2012 GPR Conference 42/45
Now : Equipment
2012 GPR Conference
43/45
Now : Software
2012 GPR Conference
44/45
The Future
http://cait.rutgers.edu
The Robot for Bridge Deck Assessment
45/45
Question?
Jiyoung Rhee
Mobile : 031-371-2761
Mailto : need@ex.co.kr
http://www.slideshare.net/ssuser6b53da

More Related Content

What's hot

Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radarkasarlanaga
 
Gpr application
Gpr applicationGpr application
Gpr application
Vinay c
 
Ground penetrating radar (nio)
Ground penetrating radar (nio)Ground penetrating radar (nio)
Ground penetrating radar (nio)
Sabna Thilakan
 
Ground Penetrating Radar Survey
Ground Penetrating Radar Survey Ground Penetrating Radar Survey
Ground Penetrating Radar Survey
SSudhaVelan
 
GPR for Concrete Inspection
GPR for Concrete InspectionGPR for Concrete Inspection
Seismic survey
Seismic surveySeismic survey
Seismic survey
Muhammed Essayed
 
2 D 3D_ seismic survey
2 D 3D_ seismic survey2 D 3D_ seismic survey
2 D 3D_ seismic survey
Shah Naseer
 
Radioactive Survey
Radioactive SurveyRadioactive Survey
Radioactive Survey
Thendral Kumaresan
 
SAR Interferometry Technique
SAR Interferometry TechniqueSAR Interferometry Technique
SAR Interferometry Technique
NopphawanTamkuan
 
SEISMIC METHOD
SEISMIC METHODSEISMIC METHOD
SEISMIC METHOD
Shah Naseer
 
Geophysical survey
Geophysical surveyGeophysical survey
Geophysical survey
Abdul Jabbar
 
The Value Proposition of 3D and 4D Marine Seismic Data
The Value Proposition of 3D and 4D Marine Seismic DataThe Value Proposition of 3D and 4D Marine Seismic Data
The Value Proposition of 3D and 4D Marine Seismic Data
Taylor Goss
 
Seismic acquisition survey
Seismic acquisition survey Seismic acquisition survey
Seismic acquisition survey
Shah Naseer
 
Iirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studiesIirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studies
Tushar Dholakia
 
Seismic acquisition
Seismic acquisitionSeismic acquisition
Seismic acquisition
Shah Naseer
 
MINERAL EXPLORATION USING ASTER IMAGE
MINERAL EXPLORATION USING ASTER IMAGE MINERAL EXPLORATION USING ASTER IMAGE
MINERAL EXPLORATION USING ASTER IMAGE Abhiram Kanigolla
 

What's hot (20)

Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
 
Gpr application
Gpr applicationGpr application
Gpr application
 
Ground penetrating radar (nio)
Ground penetrating radar (nio)Ground penetrating radar (nio)
Ground penetrating radar (nio)
 
Ground Penetrating Radar Survey
Ground Penetrating Radar Survey Ground Penetrating Radar Survey
Ground Penetrating Radar Survey
 
GPR for Concrete Inspection
GPR for Concrete InspectionGPR for Concrete Inspection
GPR for Concrete Inspection
 
Fundementals of MASW
Fundementals of MASWFundementals of MASW
Fundementals of MASW
 
Seismic survey
Seismic surveySeismic survey
Seismic survey
 
2 D 3D_ seismic survey
2 D 3D_ seismic survey2 D 3D_ seismic survey
2 D 3D_ seismic survey
 
Radioactive Survey
Radioactive SurveyRadioactive Survey
Radioactive Survey
 
SAR Interferometry Technique
SAR Interferometry TechniqueSAR Interferometry Technique
SAR Interferometry Technique
 
Survey design
Survey designSurvey design
Survey design
 
SEISMIC METHOD
SEISMIC METHODSEISMIC METHOD
SEISMIC METHOD
 
Geophysical survey
Geophysical surveyGeophysical survey
Geophysical survey
 
Mt 1
Mt 1Mt 1
Mt 1
 
The Value Proposition of 3D and 4D Marine Seismic Data
The Value Proposition of 3D and 4D Marine Seismic DataThe Value Proposition of 3D and 4D Marine Seismic Data
The Value Proposition of 3D and 4D Marine Seismic Data
 
Seismic acquisition survey
Seismic acquisition survey Seismic acquisition survey
Seismic acquisition survey
 
Iirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studiesIirs Role of Remote sensing and GIS in Ground water studies
Iirs Role of Remote sensing and GIS in Ground water studies
 
Seismic Methods
Seismic MethodsSeismic Methods
Seismic Methods
 
Seismic acquisition
Seismic acquisitionSeismic acquisition
Seismic acquisition
 
MINERAL EXPLORATION USING ASTER IMAGE
MINERAL EXPLORATION USING ASTER IMAGE MINERAL EXPLORATION USING ASTER IMAGE
MINERAL EXPLORATION USING ASTER IMAGE
 

Viewers also liked

Landmine detection using impulse ground penetrating radar
Landmine  detection  using         impulse  ground  penetrating radarLandmine  detection  using         impulse  ground  penetrating radar
Landmine detection using impulse ground penetrating radarPRADEEP Cheekatla
 
Utility Detection & Mapping
Utility Detection & MappingUtility Detection & Mapping
Utility Detection & Mapping
Giorgio Barsacchi
 
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating RadarHumanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radaralvaromunozmayordomo
 
Underground utility detection
Underground utility detectionUnderground utility detection
Underground utility detection
ptsbsurveyor
 
New landmines detection using ground penetrating radar
New landmines detection using ground penetrating radarNew landmines detection using ground penetrating radar
New landmines detection using ground penetrating radar
sourabh kant
 
Radar Application
Radar ApplicationRadar Application
Radar Application
mathurrohitji
 
ESTEIO S.A.
ESTEIO S.A.ESTEIO S.A.
20141202 the evaluation method for concrete decks using gpr(rhee) ss
20141202 the evaluation method for concrete decks using gpr(rhee) ss20141202 the evaluation method for concrete decks using gpr(rhee) ss
20141202 the evaluation method for concrete decks using gpr(rhee) ss
Korea Expressway Corporation
 
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal ...
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal  ...Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal  ...
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal ...
UGPTI
 
MPS.BR - Gerência de Projetos Nível G
MPS.BR - Gerência de Projetos Nível GMPS.BR - Gerência de Projetos Nível G
MPS.BR - Gerência de Projetos Nível G
Andrew Edberg
 
Risk Based Pavement Structural Evaluation And Rehabilitation Design
Risk Based Pavement Structural Evaluation And Rehabilitation DesignRisk Based Pavement Structural Evaluation And Rehabilitation Design
Risk Based Pavement Structural Evaluation And Rehabilitation Design
Dr Wei Liu
 
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Himanshu Rao
 
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti SobtiStructural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
Ankit Sahu
 
Intelligent load control for heated wind measurement sensors
Intelligent load control for heated wind measurement sensors Intelligent load control for heated wind measurement sensors
Intelligent load control for heated wind measurement sensors
Winterwind
 

Viewers also liked (18)

Landmine detection using impulse ground penetrating radar
Landmine  detection  using         impulse  ground  penetrating radarLandmine  detection  using         impulse  ground  penetrating radar
Landmine detection using impulse ground penetrating radar
 
Utility Detection & Mapping
Utility Detection & MappingUtility Detection & Mapping
Utility Detection & Mapping
 
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating RadarHumanitarian Demining with Ultra Wide Band Ground Penetrating Radar
Humanitarian Demining with Ultra Wide Band Ground Penetrating Radar
 
Underground utility detection
Underground utility detectionUnderground utility detection
Underground utility detection
 
New landmines detection using ground penetrating radar
New landmines detection using ground penetrating radarNew landmines detection using ground penetrating radar
New landmines detection using ground penetrating radar
 
Radar Application
Radar ApplicationRadar Application
Radar Application
 
ESTEIO S.A.
ESTEIO S.A.ESTEIO S.A.
ESTEIO S.A.
 
Metodologia gpr2
Metodologia gpr2Metodologia gpr2
Metodologia gpr2
 
20141202 the evaluation method for concrete decks using gpr(rhee) ss
20141202 the evaluation method for concrete decks using gpr(rhee) ss20141202 the evaluation method for concrete decks using gpr(rhee) ss
20141202 the evaluation method for concrete decks using gpr(rhee) ss
 
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal ...
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal  ...Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal  ...
Overview of Infrastructure Needs: North Dakota’s County, Township, & Tribal ...
 
MPS.BR - Gerência de Projetos Nível G
MPS.BR - Gerência de Projetos Nível GMPS.BR - Gerência de Projetos Nível G
MPS.BR - Gerência de Projetos Nível G
 
Risk Based Pavement Structural Evaluation And Rehabilitation Design
Risk Based Pavement Structural Evaluation And Rehabilitation DesignRisk Based Pavement Structural Evaluation And Rehabilitation Design
Risk Based Pavement Structural Evaluation And Rehabilitation Design
 
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
Optimising the use of Ground Penetrating Radar(GPR) for quality control of Pa...
 
Geolistrik 4
Geolistrik 4Geolistrik 4
Geolistrik 4
 
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti SobtiStructural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
Structural Vibrations- 8th sem handwritten scanned notes- Miss. Drishti Sobti
 
Gem 1
Gem 1Gem 1
Gem 1
 
Intelligent load control for heated wind measurement sensors
Intelligent load control for heated wind measurement sensors Intelligent load control for heated wind measurement sensors
Intelligent load control for heated wind measurement sensors
 
Intro to ultrasonics
Intro to ultrasonicsIntro to ultrasonics
Intro to ultrasonics
 

Similar to Ground Penetrating Radar : Basic and Applications for Civil Engineering

radar communication seminar powerpoint presentation
radar communication seminar powerpoint presentationradar communication seminar powerpoint presentation
radar communication seminar powerpoint presentation
siddarthjohny
 
Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)
NopphawanTamkuan
 
militaryradar-150415234344-conversion-gate01.pdf
militaryradar-150415234344-conversion-gate01.pdfmilitaryradar-150415234344-conversion-gate01.pdf
militaryradar-150415234344-conversion-gate01.pdf
SuraVishnuVardhanRed
 
Military radar
Military radarMilitary radar
Military radar
Touheed Pasha
 
Application of Ground Penetrating Radar (GPR) In Detecting Target of Interest
Application of Ground Penetrating Radar (GPR) In Detecting Target of InterestApplication of Ground Penetrating Radar (GPR) In Detecting Target of Interest
Application of Ground Penetrating Radar (GPR) In Detecting Target of Interest
IRJET Journal
 
ROHINI RADAR PFD
ROHINI RADAR PFDROHINI RADAR PFD
ROHINI RADAR PFD
shiv kapil
 
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSCW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
veerababupersonal22
 
ROHINI RADAR
ROHINI RADARROHINI RADAR
ROHINI RADAR
shiv kapil
 
Principles of RADAR Systems
Principles of RADAR SystemsPrinciples of RADAR Systems
Principles of RADAR Systems
janakiravi
 
introduction to radar
 introduction to radar introduction to radar
introduction to radar
abdulrehmanali
 
Doppler weather radar
Doppler weather radarDoppler weather radar
Doppler weather radar
Pawankumarm65
 
Introduction to radar
Introduction to radarIntroduction to radar
Introduction to radar
Ulsah T N
 
Radar system
Radar systemRadar system
Radar system
nitesh kumar
 
Military-Radar [Repaired].pptx
Military-Radar [Repaired].pptxMilitary-Radar [Repaired].pptx
Military-Radar [Repaired].pptx
SuchithaVijaykumar
 
Radar communication
Radar communicationRadar communication
Radar communication
Saurabh Kumar
 
Radar presentation
Radar presentation Radar presentation
Radar presentation
عبدالله صقر
 
A Brief Overview of Ground-penetrating radar
A Brief Overview of Ground-penetrating radarA Brief Overview of Ground-penetrating radar
A Brief Overview of Ground-penetrating radar
Advanced Infrastructure Mapping, LLC
 
IGARSS_DESDynI_2011.pptx
IGARSS_DESDynI_2011.pptxIGARSS_DESDynI_2011.pptx
IGARSS_DESDynI_2011.pptxgrssieee
 
Radar Basic Introduction
Radar Basic IntroductionRadar Basic Introduction
Radar Basic Introduction
Bala Sankar
 

Similar to Ground Penetrating Radar : Basic and Applications for Civil Engineering (20)

radar communication seminar powerpoint presentation
radar communication seminar powerpoint presentationradar communication seminar powerpoint presentation
radar communication seminar powerpoint presentation
 
Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)Introduction to Synthetic Aperture Radar (SAR)
Introduction to Synthetic Aperture Radar (SAR)
 
MABE08
MABE08MABE08
MABE08
 
militaryradar-150415234344-conversion-gate01.pdf
militaryradar-150415234344-conversion-gate01.pdfmilitaryradar-150415234344-conversion-gate01.pdf
militaryradar-150415234344-conversion-gate01.pdf
 
Military radar
Military radarMilitary radar
Military radar
 
Application of Ground Penetrating Radar (GPR) In Detecting Target of Interest
Application of Ground Penetrating Radar (GPR) In Detecting Target of InterestApplication of Ground Penetrating Radar (GPR) In Detecting Target of Interest
Application of Ground Penetrating Radar (GPR) In Detecting Target of Interest
 
ROHINI RADAR PFD
ROHINI RADAR PFDROHINI RADAR PFD
ROHINI RADAR PFD
 
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSCW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
 
ROHINI RADAR
ROHINI RADARROHINI RADAR
ROHINI RADAR
 
Principles of RADAR Systems
Principles of RADAR SystemsPrinciples of RADAR Systems
Principles of RADAR Systems
 
introduction to radar
 introduction to radar introduction to radar
introduction to radar
 
Doppler weather radar
Doppler weather radarDoppler weather radar
Doppler weather radar
 
Introduction to radar
Introduction to radarIntroduction to radar
Introduction to radar
 
Radar system
Radar systemRadar system
Radar system
 
Military-Radar [Repaired].pptx
Military-Radar [Repaired].pptxMilitary-Radar [Repaired].pptx
Military-Radar [Repaired].pptx
 
Radar communication
Radar communicationRadar communication
Radar communication
 
Radar presentation
Radar presentation Radar presentation
Radar presentation
 
A Brief Overview of Ground-penetrating radar
A Brief Overview of Ground-penetrating radarA Brief Overview of Ground-penetrating radar
A Brief Overview of Ground-penetrating radar
 
IGARSS_DESDynI_2011.pptx
IGARSS_DESDynI_2011.pptxIGARSS_DESDynI_2011.pptx
IGARSS_DESDynI_2011.pptx
 
Radar Basic Introduction
Radar Basic IntroductionRadar Basic Introduction
Radar Basic Introduction
 

Recently uploaded

block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
Divya Somashekar
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfCOLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
Kamal Acharya
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
abh.arya
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
Event Management System Vb Net Project Report.pdf
Event Management System Vb Net  Project Report.pdfEvent Management System Vb Net  Project Report.pdf
Event Management System Vb Net Project Report.pdf
Kamal Acharya
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
Neometrix_Engineering_Pvt_Ltd
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
Halogenation process of chemical process industries
Halogenation process of chemical process industriesHalogenation process of chemical process industries
Halogenation process of chemical process industries
MuhammadTufail242431
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
Kamal Acharya
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation & Control
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
addressing modes in computer architecture
addressing modes  in computer architectureaddressing modes  in computer architecture
addressing modes in computer architecture
ShahidSultan24
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 

Recently uploaded (20)

block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfCOLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
Event Management System Vb Net Project Report.pdf
Event Management System Vb Net  Project Report.pdfEvent Management System Vb Net  Project Report.pdf
Event Management System Vb Net Project Report.pdf
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
Halogenation process of chemical process industries
Halogenation process of chemical process industriesHalogenation process of chemical process industries
Halogenation process of chemical process industries
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
addressing modes in computer architecture
addressing modes  in computer architectureaddressing modes  in computer architecture
addressing modes in computer architecture
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 

Ground Penetrating Radar : Basic and Applications for Civil Engineering