SlideShare une entreprise Scribd logo
1  sur  8
Télécharger pour lire hors ligne
Applications in Civil Engg.


         Vamsidhar Tankala & Shrey Modi

         Department of Civil Engineering,
         IIT Kharagpur
Pavement Evaluation

                Load




                       d


               r
FWD (Falling weight
deflectometer)

   On application of
    load, the flexible
    pavement deforms
    and this
    deformation (d) can
    be obtained at
    various radial
    distances (r) by
    FWD
Linear Elastic Layer Theory

   The surface deflections can also be
    found from linear elastic layer theory.
   Inputs required:
       Modulus values
       Thicknesses         Pavement Properties

       Poission ratios
       Radial Distances
       Load, Tyre pressure etc
Pavement Evaluation


                      Linear elastic layer theory
Pavement properties                                 Surface deflections
                           (Forward calculation)




                          (Back calculation)
Problem Statement

   Given:
       Surface deflections at various radial
        distances (obtained from FWD) (D)
       Poission ratio values
       Layer thicknesses
   Find Modulus values of the layers
   Minimizing the difference between
    given and obtained deflections (Linear
    Elastic Layer Theory)
Problem Statement

   ∂i = actual deflection at point ‘i’
   di = deflection from Linear elastic
    Layer Theory at point ‘i'
   Objective Function:
       OBJ Fn = ∑ | ∂i – di |
   Minimize the OBJ Fn!!
Some of the MANY other
works in Civil Engg.

   Backcalculation of pavement modulus
    using Genetic Algorithms and ACO
   Achieving best traffic parameters in a
    simulation using Evolutionary Algos.
   Site Layout of Temporary Construction
    Facilities using ACO
   Discrete optimization of Trusses using
    Ant Colony Metaphor
   Vehicle Routing Problem using PSO

Contenu connexe

En vedette

Evolutionary Algorithms and their Applications in Civil Engineering - 1
Evolutionary Algorithms and their Applications in Civil Engineering - 1Evolutionary Algorithms and their Applications in Civil Engineering - 1
Evolutionary Algorithms and their Applications in Civil Engineering - 1shreymodi
 
Linear Programming: The Construction Problem
Linear Programming: The Construction ProblemLinear Programming: The Construction Problem
Linear Programming: The Construction Problembullardcr
 
progress in civil engg by aatif sadiq
progress in  civil engg by aatif sadiqprogress in  civil engg by aatif sadiq
progress in civil engg by aatif sadiqaatif malik
 
A view to civil engineering in india by 2020
A view to civil engineering in india by 2020A view to civil engineering in india by 2020
A view to civil engineering in india by 2020ash09uce
 
The science and technology of civil engineering materials young 2
The science and technology of civil engineering materials  young 2The science and technology of civil engineering materials  young 2
The science and technology of civil engineering materials young 2Jose Cervantes Guerrero
 
Frc in industrial flooring
Frc in industrial flooringFrc in industrial flooring
Frc in industrial flooringAMAL THANKACHAN
 
Advancement in civil engineering
Advancement in civil engineeringAdvancement in civil engineering
Advancement in civil engineeringpratik vanam
 
Use of Nanotechnology in Civil Engineering
Use of Nanotechnology in Civil EngineeringUse of Nanotechnology in Civil Engineering
Use of Nanotechnology in Civil EngineeringAkshay D Nicator
 
Lp simplex method example in construction managment
Lp simplex method example in construction managmentLp simplex method example in construction managment
Lp simplex method example in construction managmentNaghamNagham
 
Wastewater treatment by ag
Wastewater treatment by agWastewater treatment by ag
Wastewater treatment by agghildiyal8811
 
Laser scanning technology in civil engg
Laser scanning technology in civil enggLaser scanning technology in civil engg
Laser scanning technology in civil enggSurya C D
 
Genetic algorithms
Genetic algorithmsGenetic algorithms
Genetic algorithmszamakhan
 
Civil department presentation
Civil department presentationCivil department presentation
Civil department presentationthilinaakalanka
 
Advanced Construction Technology Project
Advanced Construction Technology ProjectAdvanced Construction Technology Project
Advanced Construction Technology ProjectCKMCforstudents
 
FORENSIC CIVIL ENGINEERING
FORENSIC CIVIL ENGINEERINGFORENSIC CIVIL ENGINEERING
FORENSIC CIVIL ENGINEERINGdevesha y jog
 
Introduction to Civil Engineering
Introduction to Civil Engineering Introduction to Civil Engineering
Introduction to Civil Engineering Umer Farooq
 
Civil engineering powerpoint
Civil engineering powerpointCivil engineering powerpoint
Civil engineering powerpointchrisminer01
 

En vedette (20)

Evolutionary Algorithms and their Applications in Civil Engineering - 1
Evolutionary Algorithms and their Applications in Civil Engineering - 1Evolutionary Algorithms and their Applications in Civil Engineering - 1
Evolutionary Algorithms and their Applications in Civil Engineering - 1
 
Linear Programming: The Construction Problem
Linear Programming: The Construction ProblemLinear Programming: The Construction Problem
Linear Programming: The Construction Problem
 
progress in civil engg by aatif sadiq
progress in  civil engg by aatif sadiqprogress in  civil engg by aatif sadiq
progress in civil engg by aatif sadiq
 
Civil Engineering
Civil EngineeringCivil Engineering
Civil Engineering
 
A view to civil engineering in india by 2020
A view to civil engineering in india by 2020A view to civil engineering in india by 2020
A view to civil engineering in india by 2020
 
The science and technology of civil engineering materials young 2
The science and technology of civil engineering materials  young 2The science and technology of civil engineering materials  young 2
The science and technology of civil engineering materials young 2
 
Frc in industrial flooring
Frc in industrial flooringFrc in industrial flooring
Frc in industrial flooring
 
Advancement in civil engineering
Advancement in civil engineeringAdvancement in civil engineering
Advancement in civil engineering
 
Use of Nanotechnology in Civil Engineering
Use of Nanotechnology in Civil EngineeringUse of Nanotechnology in Civil Engineering
Use of Nanotechnology in Civil Engineering
 
Lp simplex method example in construction managment
Lp simplex method example in construction managmentLp simplex method example in construction managment
Lp simplex method example in construction managment
 
Wastewater treatment by ag
Wastewater treatment by agWastewater treatment by ag
Wastewater treatment by ag
 
Laser scanning technology in civil engg
Laser scanning technology in civil enggLaser scanning technology in civil engg
Laser scanning technology in civil engg
 
Genetic algorithms
Genetic algorithmsGenetic algorithms
Genetic algorithms
 
Linear programing
Linear programingLinear programing
Linear programing
 
Civil department presentation
Civil department presentationCivil department presentation
Civil department presentation
 
Advanced Construction Technology Project
Advanced Construction Technology ProjectAdvanced Construction Technology Project
Advanced Construction Technology Project
 
FORENSIC CIVIL ENGINEERING
FORENSIC CIVIL ENGINEERINGFORENSIC CIVIL ENGINEERING
FORENSIC CIVIL ENGINEERING
 
Introduction to Civil Engineering
Introduction to Civil Engineering Introduction to Civil Engineering
Introduction to Civil Engineering
 
my cv
my cvmy cv
my cv
 
Civil engineering powerpoint
Civil engineering powerpointCivil engineering powerpoint
Civil engineering powerpoint
 

Similaire à Evolutionary Algorithms and their Applications in Civil Engineering - 2

Heavy Duty Pavement Design
Heavy Duty Pavement DesignHeavy Duty Pavement Design
Heavy Duty Pavement Designguestdbd9fccc
 
Heavy Duty Pavement Design
Heavy Duty Pavement DesignHeavy Duty Pavement Design
Heavy Duty Pavement DesignDr Wei Liu
 
3-D Rock Slope Modeling
3-D Rock Slope Modeling3-D Rock Slope Modeling
3-D Rock Slope Modelinghaneberg
 
Introduction to Pavement Design Concepts
Introduction to Pavement Design ConceptsIntroduction to Pavement Design Concepts
Introduction to Pavement Design ConceptsLatif Hyder Wadho
 
2010 ITE Annual Meeting and Exhibit
2010 ITE Annual Meeting and Exhibit2010 ITE Annual Meeting and Exhibit
2010 ITE Annual Meeting and ExhibitFranz Loewenherz
 
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...nitharsanr
 
Statement of Qualification
Statement of QualificationStatement of Qualification
Statement of QualificationAshok Medhi
 
Statement of Qualification
Statement of QualificationStatement of Qualification
Statement of QualificationAshok Medhi
 
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...IRJET Journal
 

Similaire à Evolutionary Algorithms and their Applications in Civil Engineering - 2 (9)

Heavy Duty Pavement Design
Heavy Duty Pavement DesignHeavy Duty Pavement Design
Heavy Duty Pavement Design
 
Heavy Duty Pavement Design
Heavy Duty Pavement DesignHeavy Duty Pavement Design
Heavy Duty Pavement Design
 
3-D Rock Slope Modeling
3-D Rock Slope Modeling3-D Rock Slope Modeling
3-D Rock Slope Modeling
 
Introduction to Pavement Design Concepts
Introduction to Pavement Design ConceptsIntroduction to Pavement Design Concepts
Introduction to Pavement Design Concepts
 
2010 ITE Annual Meeting and Exhibit
2010 ITE Annual Meeting and Exhibit2010 ITE Annual Meeting and Exhibit
2010 ITE Annual Meeting and Exhibit
 
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...
Development of Windows-Based Version of the 3D-Move Analysis Software for Pav...
 
Statement of Qualification
Statement of QualificationStatement of Qualification
Statement of Qualification
 
Statement of Qualification
Statement of QualificationStatement of Qualification
Statement of Qualification
 
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...
PROGRESSIVE COLLAPSE ANALYSIS OF REINFORCED CONCRETE STRUCTURES WITH FLAT SLA...
 

Dernier

The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfGale Pooley
 
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
00_Main ppt_MeetupDORA&CyberSecurity.pptx
00_Main ppt_MeetupDORA&CyberSecurity.pptx00_Main ppt_MeetupDORA&CyberSecurity.pptx
00_Main ppt_MeetupDORA&CyberSecurity.pptxFinTech Belgium
 
03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptxFinTech Belgium
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
The Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfThe Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfGale Pooley
 
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Delhi Call girls
 
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure servicePooja Nehwal
 
20240417-Calibre-April-2024-Investor-Presentation.pdf
20240417-Calibre-April-2024-Investor-Presentation.pdf20240417-Calibre-April-2024-Investor-Presentation.pdf
20240417-Calibre-April-2024-Investor-Presentation.pdfAdnet Communications
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceanilsa9823
 
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxOAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxhiddenlevers
 
The Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfThe Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfGale Pooley
 
Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...Call Girls in Nagpur High Profile
 
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptxFinTech Belgium
 
Instant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School DesignsInstant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School Designsegoetzinger
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptxFinTech Belgium
 
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdfFinTech Belgium
 

Dernier (20)

The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdf
 
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Maya Call 7001035870 Meet With Nagpur Escorts
 
00_Main ppt_MeetupDORA&CyberSecurity.pptx
00_Main ppt_MeetupDORA&CyberSecurity.pptx00_Main ppt_MeetupDORA&CyberSecurity.pptx
00_Main ppt_MeetupDORA&CyberSecurity.pptx
 
03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
 
The Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfThe Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdf
 
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
 
Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024
 
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
 
Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024
 
20240417-Calibre-April-2024-Investor-Presentation.pdf
20240417-Calibre-April-2024-Investor-Presentation.pdf20240417-Calibre-April-2024-Investor-Presentation.pdf
20240417-Calibre-April-2024-Investor-Presentation.pdf
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
 
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxOAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
 
The Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfThe Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdf
 
Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Shivane  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Shivane 6297143586 Call Hot Indian Gi...
 
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx
05_Annelore Lenoir_Docbyte_MeetupDora&Cybersecurity.pptx
 
Instant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School DesignsInstant Issue Debit Cards - School Designs
Instant Issue Debit Cards - School Designs
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
 
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx
02_Fabio Colombo_Accenture_MeetupDora&Cybersecurity.pptx
 
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
 

Evolutionary Algorithms and their Applications in Civil Engineering - 2

  • 1. Applications in Civil Engg. Vamsidhar Tankala & Shrey Modi Department of Civil Engineering, IIT Kharagpur
  • 3. FWD (Falling weight deflectometer)  On application of load, the flexible pavement deforms and this deformation (d) can be obtained at various radial distances (r) by FWD
  • 4. Linear Elastic Layer Theory  The surface deflections can also be found from linear elastic layer theory.  Inputs required:  Modulus values  Thicknesses Pavement Properties  Poission ratios  Radial Distances  Load, Tyre pressure etc
  • 5. Pavement Evaluation Linear elastic layer theory Pavement properties Surface deflections (Forward calculation) (Back calculation)
  • 6. Problem Statement  Given:  Surface deflections at various radial distances (obtained from FWD) (D)  Poission ratio values  Layer thicknesses  Find Modulus values of the layers  Minimizing the difference between given and obtained deflections (Linear Elastic Layer Theory)
  • 7. Problem Statement  ∂i = actual deflection at point ‘i’  di = deflection from Linear elastic Layer Theory at point ‘i'  Objective Function:  OBJ Fn = ∑ | ∂i – di |  Minimize the OBJ Fn!!
  • 8. Some of the MANY other works in Civil Engg.  Backcalculation of pavement modulus using Genetic Algorithms and ACO  Achieving best traffic parameters in a simulation using Evolutionary Algos.  Site Layout of Temporary Construction Facilities using ACO  Discrete optimization of Trusses using Ant Colony Metaphor  Vehicle Routing Problem using PSO