SlideShare ist ein Scribd-Unternehmen logo
1 von 5
Downloaden Sie, um offline zu lesen
Team Members 
Akash Gupta 
Dipen Patel
 Establish process-structure linkages for AM30 Magnesium alloy during channel-die 
compression. 
 These linkages will reveal the effect of process parameters like temperature, 
strain rate and % strain on the evolution of texture during channel-die 
compression. 
 Source of Dataset - Orientation map datasets generated from EBSD test done on 
channel die compressed samples are provided by Prof Haitham El Kadiri, 
Mississippi State University
 Channel die tests allows the faces of the sample to remain plane (homogeneous 
deformation) while being compressed and prevent any lateral spreading. 
 EBSD datasets containing orientation maps are generated at different processing 
conditions of temperature, strain rate and strain level 
Schematic diagram of (a) assembled channel 
die, and (b) various parts of channel die 
Ref: Antonyraj, A., Marin, E., Ma, Q., Wang, P., Horstemeyer, M., 
& King, R. (Oct 2010). TMS 2011, California 
Temp(deg C) Strain rate (1/s) 
Strain 
0% 3% 6% 9% 18% 
RT 1 
0.1 1 1 1 
0.01 1 1 
0.001 1 1 1 1 
Strain 
0% 30% 60% 73% 90% 
1 
0.1 1 1 1 
0.01 1 1 1 
0.001 1 1 1 
1 
0.1 1 1 1 
0.01 1 1 1 1 
0.001 1 1 1 
0 
0.1 1 1 1 
0.01 1 1 1 
0.001 1 1 1 
Total microstructures = 40 
200 
300 
400
 2-D pixel data containing 
crystal orientations for Mg 
alloy polycrystalline 
material generated at 
different processing 
conditions. 
300C EBSD 
DATA 
10-1 
10-2 
10-3 
0% 60% 73% 90% 
STRAI 
N 
RATE 
STRAIN
 Extracting orientations from .oim files and Image Segmentation 
 Microstructure function – h (crystal orientations) 
 Number of local states too high if we bin the microstructure using fundamental 
zone for hexagonal(depends on bin size) 
 Alternative approach is using GSH to generate n-point statistics

Weitere ähnliche Inhalte

Kürzlich hochgeladen

FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTSneha Padhiar
 
Prach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism CommunityPrach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism Communityprachaibot
 
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...arifengg7
 
Theory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfTheory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfShreyas Pandit
 
Cost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionCost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionSneha Padhiar
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork
 
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...Amil baba
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfBalamuruganV28
 
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...Amil baba
 
KCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosKCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosVictor Morales
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10  (Control Schemes) cse.pdfRobotics Group 10  (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdfsahilsajad201
 
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...IJAEMSJORNAL
 
Indian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfIndian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfalokitpathak01
 
priority interrupt computer organization
priority interrupt computer organizationpriority interrupt computer organization
priority interrupt computer organizationchnrketan
 
10 AsymmetricKey Cryptography students.pptx
10 AsymmetricKey Cryptography students.pptx10 AsymmetricKey Cryptography students.pptx
10 AsymmetricKey Cryptography students.pptxAdityaGoogle
 
A brief look at visionOS - How to develop app on Apple's Vision Pro
A brief look at visionOS - How to develop app on Apple's Vision ProA brief look at visionOS - How to develop app on Apple's Vision Pro
A brief look at visionOS - How to develop app on Apple's Vision ProRay Yuan Liu
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfalene1
 
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...shreenathji26
 
Introduction to Machine Learning Part1.pptx
Introduction to Machine Learning Part1.pptxIntroduction to Machine Learning Part1.pptx
Introduction to Machine Learning Part1.pptxPavan Mohan Neelamraju
 

Kürzlich hochgeladen (20)

FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENTFUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
FUNCTIONAL AND NON FUNCTIONAL REQUIREMENT
 
Prach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism CommunityPrach: A Feature-Rich Platform Empowering the Autism Community
Prach: A Feature-Rich Platform Empowering the Autism Community
 
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...
Analysis and Evaluation of Dal Lake Biomass for Conversion to Fuel/Green fert...
 
Theory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdfTheory of Machine Notes / Lecture Material .pdf
Theory of Machine Notes / Lecture Material .pdf
 
Cost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based questionCost estimation approach: FP to COCOMO scenario based question
Cost estimation approach: FP to COCOMO scenario based question
 
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
Stork Webinar | APM Transformational planning, Tool Selection & Performance T...
 
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...
Uk-NO1 kala jadu karne wale ka contact number kala jadu karne wale baba kala ...
 
CS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdfCS 3251 Programming in c all unit notes pdf
CS 3251 Programming in c all unit notes pdf
 
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...
Uk-NO1 Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Exp...
 
KCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitosKCD Costa Rica 2024 - Nephio para parvulitos
KCD Costa Rica 2024 - Nephio para parvulitos
 
Robotics Group 10 (Control Schemes) cse.pdf
Robotics Group 10  (Control Schemes) cse.pdfRobotics Group 10  (Control Schemes) cse.pdf
Robotics Group 10 (Control Schemes) cse.pdf
 
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...
Guardians of E-Commerce: Harnessing NLP and Machine Learning Approaches for A...
 
Indian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdfIndian Tradition, Culture & Societies.pdf
Indian Tradition, Culture & Societies.pdf
 
priority interrupt computer organization
priority interrupt computer organizationpriority interrupt computer organization
priority interrupt computer organization
 
10 AsymmetricKey Cryptography students.pptx
10 AsymmetricKey Cryptography students.pptx10 AsymmetricKey Cryptography students.pptx
10 AsymmetricKey Cryptography students.pptx
 
A brief look at visionOS - How to develop app on Apple's Vision Pro
A brief look at visionOS - How to develop app on Apple's Vision ProA brief look at visionOS - How to develop app on Apple's Vision Pro
A brief look at visionOS - How to develop app on Apple's Vision Pro
 
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdfComprehensive energy systems.pdf Comprehensive energy systems.pdf
Comprehensive energy systems.pdf Comprehensive energy systems.pdf
 
Versatile Engineering Construction Firms
Versatile Engineering Construction FirmsVersatile Engineering Construction Firms
Versatile Engineering Construction Firms
 
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...
Introduction to Artificial Intelligence: Intelligent Agents, State Space Sear...
 
Introduction to Machine Learning Part1.pptx
Introduction to Machine Learning Part1.pptxIntroduction to Machine Learning Part1.pptx
Introduction to Machine Learning Part1.pptx
 

Process structure linkages for channel–die compressed 16-09-2014

  • 1. Team Members Akash Gupta Dipen Patel
  • 2.  Establish process-structure linkages for AM30 Magnesium alloy during channel-die compression.  These linkages will reveal the effect of process parameters like temperature, strain rate and % strain on the evolution of texture during channel-die compression.  Source of Dataset - Orientation map datasets generated from EBSD test done on channel die compressed samples are provided by Prof Haitham El Kadiri, Mississippi State University
  • 3.  Channel die tests allows the faces of the sample to remain plane (homogeneous deformation) while being compressed and prevent any lateral spreading.  EBSD datasets containing orientation maps are generated at different processing conditions of temperature, strain rate and strain level Schematic diagram of (a) assembled channel die, and (b) various parts of channel die Ref: Antonyraj, A., Marin, E., Ma, Q., Wang, P., Horstemeyer, M., & King, R. (Oct 2010). TMS 2011, California Temp(deg C) Strain rate (1/s) Strain 0% 3% 6% 9% 18% RT 1 0.1 1 1 1 0.01 1 1 0.001 1 1 1 1 Strain 0% 30% 60% 73% 90% 1 0.1 1 1 1 0.01 1 1 1 0.001 1 1 1 1 0.1 1 1 1 0.01 1 1 1 1 0.001 1 1 1 0 0.1 1 1 1 0.01 1 1 1 0.001 1 1 1 Total microstructures = 40 200 300 400
  • 4.  2-D pixel data containing crystal orientations for Mg alloy polycrystalline material generated at different processing conditions. 300C EBSD DATA 10-1 10-2 10-3 0% 60% 73% 90% STRAI N RATE STRAIN
  • 5.  Extracting orientations from .oim files and Image Segmentation  Microstructure function – h (crystal orientations)  Number of local states too high if we bin the microstructure using fundamental zone for hexagonal(depends on bin size)  Alternative approach is using GSH to generate n-point statistics