SlideShare a Scribd company logo
Title:
Application of Finite Element Analysis to Optimization Process of
Turbine Blade Machining Operations
By:
Mohsen Soori
Department of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic),
Tehran, Iran
Date:
20 October 2018
Abstract:
In order to draw in and compass gas (most usually air) into the gas turbines, compressor section is
designed. Then, the compressed air will be combined with fuel to generate heat and extract power.
Blades of the compressor section of the gas turbine can be produced by machining operations.
Machining operations of turbine blades by using 4 and 5 Axis CNC machine tools are always with
complexities and challenges which can be analyzed and optimized. So, research works which can
increase efficiency of blades production are always in attention of manufacturing companies.
To optimize machining operations, finite element analysis of produced turbine blades is implemented by
using the Abaqus software. So, stress, strain and deformation of blades in machining operations are
obtained and analyzed. Also, the AdvantEdge software is used to predict generated heat as well as
residual stress of produced blades by using machining operation.
The optimization technique based on the genetic algorithm is used in order to increase efficiency of part
manufacturing. Minimizing the residual stress of produced blades is one of the important objective
function of the project. Maximizing tool life is another important economy objective function of the
optimization process which should be maximized. Surface roughness is also another objective function
which should be minimized.
As a result, modified G-Codes of machining operations regarding optimized condition will be generated
in order to increase efficiency of blade manufacturing process.
Keywords:
Turbine Blade Machining Operations, Finite Element Analysis, Optimization Process, Tool life, Residual
Stress
References
[1] Sahoo, B., Panigrahi, S.K. and Satpathy, R.K., 2018. Influence of Machining Process on Surface
Integrity and Fatigue Life of a Turbine Rotor Blade. In Advances in Structural Integrity (pp. 635-647).
Springer, Singapore.
[2] Soori, M., Arezoo, B. and Habibi, M., 2016. Tool deflection error of three-axis computer numerical
control milling machines, monitoring and minimizing by a virtual machining system. Journal of
Manufacturing Science and Engineering, 138(8), p.081005.
[3] Sharman, A.R.C., Hughes, J.I. and Ridgway, K., 2006. An analysis of the residual stresses generated in
Inconel 718™ when turning. Journal of Materials Processing Technology, 173(3), pp.359-367.
[4] Zhuang, W. and Wicks, B., 2003. Mechanical surface treatment technologies for gas turbine engine
components. Journal of engineering for gas turbines and power, 125(4), pp.1021-1025.
[5] Prevéy, P.S., Ravindranath, R.A., Shepard, M. and Gabb, T., 2003, January. Case studies of fatigue life
improvement using low plasticity burnishing in gas turbine engine applications. In ASME Turbo Expo
2003, collocated with the 2003 International Joint Power Generation Conference (pp. 657-665).
American Society of Mechanical Engineers.

More Related Content

What's hot

Hardik Shah Resume
Hardik Shah ResumeHardik Shah Resume
Hardik Shah Resume
Hardik Shah
 
Optimization of Capacity Utilization in a Manufacturing Industry – A Case Study
Optimization of Capacity Utilization in a Manufacturing Industry – A Case StudyOptimization of Capacity Utilization in a Manufacturing Industry – A Case Study
Optimization of Capacity Utilization in a Manufacturing Industry – A Case Study
IJMER
 
Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
	Optimization of Assembly Line and Plant Layout in a Mass Production Industry...	Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
inventionjournals
 
The Return on Investment (ROI) calculation, through the application of Occupa...
The Return on Investment (ROI) calculation, through the application of Occupa...The Return on Investment (ROI) calculation, through the application of Occupa...
The Return on Investment (ROI) calculation, through the application of Occupa...
IJERA Editor
 
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
TCI Network
 
IRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEAIRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET Journal
 
Transient Analysis of Centrifugal Pump for Thermic Fluid Application
Transient Analysis of Centrifugal Pump for Thermic Fluid ApplicationTransient Analysis of Centrifugal Pump for Thermic Fluid Application
Transient Analysis of Centrifugal Pump for Thermic Fluid Application
AM Publications
 
Mechanical Application Engineer
Mechanical Application EngineerMechanical Application Engineer
Mechanical Application Engineer
Mohammed Yaseen
 
Accounting grade 10: depreciation
Accounting grade 10: depreciationAccounting grade 10: depreciation
Accounting grade 10: depreciation
NONKULULEKO DIAGO
 
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
IRJET Journal
 
Principles of Machine Design Aesthetic & Ergonomic Consideration In Design .
Principles of Machine Design  Aesthetic & Ergonomic Consideration In Design .Principles of Machine Design  Aesthetic & Ergonomic Consideration In Design .
Principles of Machine Design Aesthetic & Ergonomic Consideration In Design .
Mech-4u
 
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
IRJET Journal
 
Divya Manoj Jain Resume
Divya Manoj Jain ResumeDivya Manoj Jain Resume
Divya Manoj Jain Resume
Divy Jain
 
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
Machine Tool Systems Inc.
 
Industrial engineering – case study
Industrial engineering – case studyIndustrial engineering – case study
Industrial engineering – case study
Jephin S John
 
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
sipij
 
Iepm
IepmIepm
02 work methods design
02 work methods design02 work methods design
02 work methods design
Dr. Chandan Vichoray
 
Design of Solar Car Chassis
Design of Solar Car ChassisDesign of Solar Car Chassis
Design of Solar Car Chassis
ijtsrd
 
Optimization of input parameters of cnc turning operation for the given comp
Optimization of input parameters of cnc turning operation for the given compOptimization of input parameters of cnc turning operation for the given comp
Optimization of input parameters of cnc turning operation for the given comp
IAEME Publication
 

What's hot (20)

Hardik Shah Resume
Hardik Shah ResumeHardik Shah Resume
Hardik Shah Resume
 
Optimization of Capacity Utilization in a Manufacturing Industry – A Case Study
Optimization of Capacity Utilization in a Manufacturing Industry – A Case StudyOptimization of Capacity Utilization in a Manufacturing Industry – A Case Study
Optimization of Capacity Utilization in a Manufacturing Industry – A Case Study
 
Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
	Optimization of Assembly Line and Plant Layout in a Mass Production Industry...	Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
Optimization of Assembly Line and Plant Layout in a Mass Production Industry...
 
The Return on Investment (ROI) calculation, through the application of Occupa...
The Return on Investment (ROI) calculation, through the application of Occupa...The Return on Investment (ROI) calculation, through the application of Occupa...
The Return on Investment (ROI) calculation, through the application of Occupa...
 
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
TCI 2015 Developing Action Plans of Decrepit Industrial Clusters of Urban Reg...
 
IRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEAIRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEA
 
Transient Analysis of Centrifugal Pump for Thermic Fluid Application
Transient Analysis of Centrifugal Pump for Thermic Fluid ApplicationTransient Analysis of Centrifugal Pump for Thermic Fluid Application
Transient Analysis of Centrifugal Pump for Thermic Fluid Application
 
Mechanical Application Engineer
Mechanical Application EngineerMechanical Application Engineer
Mechanical Application Engineer
 
Accounting grade 10: depreciation
Accounting grade 10: depreciationAccounting grade 10: depreciation
Accounting grade 10: depreciation
 
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
Improvement in Accuracy, Through Turning Operation by Using SPKN 1203 EDR Too...
 
Principles of Machine Design Aesthetic & Ergonomic Consideration In Design .
Principles of Machine Design  Aesthetic & Ergonomic Consideration In Design .Principles of Machine Design  Aesthetic & Ergonomic Consideration In Design .
Principles of Machine Design Aesthetic & Ergonomic Consideration In Design .
 
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
IRJET- Parametric Study of CNC Turning Process Parameters for Surface Roughne...
 
Divya Manoj Jain Resume
Divya Manoj Jain ResumeDivya Manoj Jain Resume
Divya Manoj Jain Resume
 
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
GF Machining Solutions - Additive Manufacturing - Model AM S290 - 3D Printing...
 
Industrial engineering – case study
Industrial engineering – case studyIndustrial engineering – case study
Industrial engineering – case study
 
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
Top 5 cited Signal & Image Processing : An International Journal (SIPIJ) in 2020
 
Iepm
IepmIepm
Iepm
 
02 work methods design
02 work methods design02 work methods design
02 work methods design
 
Design of Solar Car Chassis
Design of Solar Car ChassisDesign of Solar Car Chassis
Design of Solar Car Chassis
 
Optimization of input parameters of cnc turning operation for the given comp
Optimization of input parameters of cnc turning operation for the given compOptimization of input parameters of cnc turning operation for the given comp
Optimization of input parameters of cnc turning operation for the given comp
 

Similar to Application of Finite Element Analysis to Optimization Process of Turbine Blade Machining Operations

IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
IRJET Journal
 
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
IRJET Journal
 
Ijmet 06 08_004
Ijmet 06 08_004Ijmet 06 08_004
Ijmet 06 08_004
IAEME Publication
 
Ijmet 06 08_004
Ijmet 06 08_004Ijmet 06 08_004
Ijmet 06 08_004
IAEME Publication
 
Optimization of surface roughness in high speed end milling operation using
Optimization of surface roughness in  high speed end milling operation usingOptimization of surface roughness in  high speed end milling operation using
Optimization of surface roughness in high speed end milling operation using
IAEME Publication
 
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
IRJET Journal
 
IRJET- Material Removal Rate and Surface Roughness based Cutting Paramete...
IRJET-  	  Material Removal Rate and Surface Roughness based Cutting Paramete...IRJET-  	  Material Removal Rate and Surface Roughness based Cutting Paramete...
IRJET- Material Removal Rate and Surface Roughness based Cutting Paramete...
IRJET Journal
 
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
IRJET Journal
 
247
247247
Be33331334
Be33331334Be33331334
Be33331334
IJERA Editor
 
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
IOSR Journals
 
Development of models using genetic programming for turning
Development of models using genetic programming for turningDevelopment of models using genetic programming for turning
Development of models using genetic programming for turning
IAEME Publication
 
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
IRJET Journal
 
Application of non traditional optimization for quality improvement in tool ...
Application of non  traditional optimization for quality improvement in tool ...Application of non  traditional optimization for quality improvement in tool ...
Application of non traditional optimization for quality improvement in tool ...
iaemedu
 
Application of non traditional optimization for quality improvement in tool ...
Application of non  traditional optimization for quality improvement in tool ...Application of non  traditional optimization for quality improvement in tool ...
Application of non traditional optimization for quality improvement in tool ...
iaemedu
 
Application of non traditional optimization for quality improvement in tool h...
Application of non traditional optimization for quality improvement in tool h...Application of non traditional optimization for quality improvement in tool h...
Application of non traditional optimization for quality improvement in tool h...
iaemedu
 
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
IRJET Journal
 
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
IRJET Journal
 
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
IRJET Journal
 
IRJET- Optimization of Control Factors for Machining Time in CNC Milling ...
IRJET-  	  Optimization of Control Factors for Machining Time in CNC Milling ...IRJET-  	  Optimization of Control Factors for Machining Time in CNC Milling ...
IRJET- Optimization of Control Factors for Machining Time in CNC Milling ...
IRJET Journal
 

Similar to Application of Finite Element Analysis to Optimization Process of Turbine Blade Machining Operations (20)

IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
IRJET- Taguchi Optimization of Cutting Parameters for Surface Roughness and M...
 
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
IRJET- Multi-Objective Optimization of Machining Parameters by using Response...
 
Ijmet 06 08_004
Ijmet 06 08_004Ijmet 06 08_004
Ijmet 06 08_004
 
Ijmet 06 08_004
Ijmet 06 08_004Ijmet 06 08_004
Ijmet 06 08_004
 
Optimization of surface roughness in high speed end milling operation using
Optimization of surface roughness in  high speed end milling operation usingOptimization of surface roughness in  high speed end milling operation using
Optimization of surface roughness in high speed end milling operation using
 
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
IRJET- Research Review on Multi-Objective Optimization of Machining Parameter...
 
IRJET- Material Removal Rate and Surface Roughness based Cutting Paramete...
IRJET-  	  Material Removal Rate and Surface Roughness based Cutting Paramete...IRJET-  	  Material Removal Rate and Surface Roughness based Cutting Paramete...
IRJET- Material Removal Rate and Surface Roughness based Cutting Paramete...
 
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
Optimization of Cutting Parameters for Surface Roughness and MRR in CNC Turni...
 
247
247247
247
 
Be33331334
Be33331334Be33331334
Be33331334
 
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
Process Parametric Optimization of CNC Vertical Milling Machine Using Taguchi...
 
Development of models using genetic programming for turning
Development of models using genetic programming for turningDevelopment of models using genetic programming for turning
Development of models using genetic programming for turning
 
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
IRJET- Review Paper Optimization of Machining Parameters by using of Taguchi'...
 
Application of non traditional optimization for quality improvement in tool ...
Application of non  traditional optimization for quality improvement in tool ...Application of non  traditional optimization for quality improvement in tool ...
Application of non traditional optimization for quality improvement in tool ...
 
Application of non traditional optimization for quality improvement in tool ...
Application of non  traditional optimization for quality improvement in tool ...Application of non  traditional optimization for quality improvement in tool ...
Application of non traditional optimization for quality improvement in tool ...
 
Application of non traditional optimization for quality improvement in tool h...
Application of non traditional optimization for quality improvement in tool h...Application of non traditional optimization for quality improvement in tool h...
Application of non traditional optimization for quality improvement in tool h...
 
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
Analysis of Surface Roughness for Cylindrical Stainless Steel Pipe (Ss 3163) ...
 
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
IRJET- Optimization of Machining Parameters for Turning on CNC Machine of Sta...
 
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
IRJET- Experimental Study of Taguchi Vs GRA Parameters During CNC Boring in S...
 
IRJET- Optimization of Control Factors for Machining Time in CNC Milling ...
IRJET-  	  Optimization of Control Factors for Machining Time in CNC Milling ...IRJET-  	  Optimization of Control Factors for Machining Time in CNC Milling ...
IRJET- Optimization of Control Factors for Machining Time in CNC Milling ...
 

More from Mohsen Soori

Transition from Industry 4.0 to 5.0
Transition from Industry 4.0 to 5.0Transition from Industry 4.0 to 5.0
Transition from Industry 4.0 to 5.0
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
Mohsen Soori
 
Computer Aided Process Planning
Computer Aided Process PlanningComputer Aided Process Planning
Computer Aided Process Planning
Mohsen Soori
 
Modern CAD CAM Systems
Modern CAD CAM SystemsModern CAD CAM Systems
Modern CAD CAM Systems
Mohsen Soori
 
Computer Integrated Manufacturing
Computer Integrated ManufacturingComputer Integrated Manufacturing
Computer Integrated Manufacturing
Mohsen Soori
 
Virtial Prediction of Tool Deflection Error
Virtial Prediction of Tool Deflection ErrorVirtial Prediction of Tool Deflection Error
Virtial Prediction of Tool Deflection Error
Mohsen Soori
 
Virtual Optimization
Virtual OptimizationVirtual Optimization
Virtual Optimization
Mohsen Soori
 
Virtual Machining
Virtual MachiningVirtual Machining
Virtual Machining
Mohsen Soori
 
285 294
285 294285 294
285 294
Mohsen Soori
 
1400 1411
1400 14111400 1411
1400 1411
Mohsen Soori
 

More from Mohsen Soori (16)

Transition from Industry 4.0 to 5.0
Transition from Industry 4.0 to 5.0Transition from Industry 4.0 to 5.0
Transition from Industry 4.0 to 5.0
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Virtual Product Development
Virtual Product DevelopmentVirtual Product Development
Virtual Product Development
 
Computer Aided Process Planning
Computer Aided Process PlanningComputer Aided Process Planning
Computer Aided Process Planning
 
Modern CAD CAM Systems
Modern CAD CAM SystemsModern CAD CAM Systems
Modern CAD CAM Systems
 
Computer Integrated Manufacturing
Computer Integrated ManufacturingComputer Integrated Manufacturing
Computer Integrated Manufacturing
 
Virtial Prediction of Tool Deflection Error
Virtial Prediction of Tool Deflection ErrorVirtial Prediction of Tool Deflection Error
Virtial Prediction of Tool Deflection Error
 
Virtual Optimization
Virtual OptimizationVirtual Optimization
Virtual Optimization
 
Virtual Machining
Virtual MachiningVirtual Machining
Virtual Machining
 
285 294
285 294285 294
285 294
 
1400 1411
1400 14111400 1411
1400 1411
 

Recently uploaded

DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
gerogepatton
 
basic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdfbasic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdf
NidhalKahouli2
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
Divyam548318
 
CSM Cloud Service Management Presentarion
CSM Cloud Service Management PresentarionCSM Cloud Service Management Presentarion
CSM Cloud Service Management Presentarion
rpskprasana
 
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSA SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
IJNSA Journal
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
ClaraZara1
 
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student MemberIEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
VICTOR MAESTRE RAMIREZ
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
Victor Morales
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
MDSABBIROJJAMANPAYEL
 
digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
drwaing
 
132/33KV substation case study Presentation
132/33KV substation case study Presentation132/33KV substation case study Presentation
132/33KV substation case study Presentation
kandramariana6
 
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdfIron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
RadiNasr
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
Dr Ramhari Poudyal
 
New techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdfNew techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdf
wisnuprabawa3
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
insn4465
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
Hitesh Mohapatra
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
KrishnaveniKrishnara1
 
Modelagem de um CSTR com reação endotermica.pdf
Modelagem de um CSTR com reação endotermica.pdfModelagem de um CSTR com reação endotermica.pdf
Modelagem de um CSTR com reação endotermica.pdf
camseq
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
gestioneergodomus
 

Recently uploaded (20)

DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
 
basic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdfbasic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdf
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
 
CSM Cloud Service Management Presentarion
CSM Cloud Service Management PresentarionCSM Cloud Service Management Presentarion
CSM Cloud Service Management Presentarion
 
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSA SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
 
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student MemberIEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
 
digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
 
132/33KV substation case study Presentation
132/33KV substation case study Presentation132/33KV substation case study Presentation
132/33KV substation case study Presentation
 
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdfIron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
Iron and Steel Technology Roadmap - Towards more sustainable steelmaking.pdf
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
 
New techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdfNew techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdf
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
 
Modelagem de um CSTR com reação endotermica.pdf
Modelagem de um CSTR com reação endotermica.pdfModelagem de um CSTR com reação endotermica.pdf
Modelagem de um CSTR com reação endotermica.pdf
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
 

Application of Finite Element Analysis to Optimization Process of Turbine Blade Machining Operations

  • 1. Title: Application of Finite Element Analysis to Optimization Process of Turbine Blade Machining Operations By: Mohsen Soori Department of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran Date: 20 October 2018 Abstract: In order to draw in and compass gas (most usually air) into the gas turbines, compressor section is designed. Then, the compressed air will be combined with fuel to generate heat and extract power. Blades of the compressor section of the gas turbine can be produced by machining operations. Machining operations of turbine blades by using 4 and 5 Axis CNC machine tools are always with complexities and challenges which can be analyzed and optimized. So, research works which can increase efficiency of blades production are always in attention of manufacturing companies. To optimize machining operations, finite element analysis of produced turbine blades is implemented by using the Abaqus software. So, stress, strain and deformation of blades in machining operations are obtained and analyzed. Also, the AdvantEdge software is used to predict generated heat as well as residual stress of produced blades by using machining operation. The optimization technique based on the genetic algorithm is used in order to increase efficiency of part manufacturing. Minimizing the residual stress of produced blades is one of the important objective function of the project. Maximizing tool life is another important economy objective function of the optimization process which should be maximized. Surface roughness is also another objective function which should be minimized. As a result, modified G-Codes of machining operations regarding optimized condition will be generated in order to increase efficiency of blade manufacturing process. Keywords: Turbine Blade Machining Operations, Finite Element Analysis, Optimization Process, Tool life, Residual Stress
  • 2. References [1] Sahoo, B., Panigrahi, S.K. and Satpathy, R.K., 2018. Influence of Machining Process on Surface Integrity and Fatigue Life of a Turbine Rotor Blade. In Advances in Structural Integrity (pp. 635-647). Springer, Singapore. [2] Soori, M., Arezoo, B. and Habibi, M., 2016. Tool deflection error of three-axis computer numerical control milling machines, monitoring and minimizing by a virtual machining system. Journal of Manufacturing Science and Engineering, 138(8), p.081005. [3] Sharman, A.R.C., Hughes, J.I. and Ridgway, K., 2006. An analysis of the residual stresses generated in Inconel 718™ when turning. Journal of Materials Processing Technology, 173(3), pp.359-367. [4] Zhuang, W. and Wicks, B., 2003. Mechanical surface treatment technologies for gas turbine engine components. Journal of engineering for gas turbines and power, 125(4), pp.1021-1025. [5] Prevéy, P.S., Ravindranath, R.A., Shepard, M. and Gabb, T., 2003, January. Case studies of fatigue life improvement using low plasticity burnishing in gas turbine engine applications. In ASME Turbo Expo 2003, collocated with the 2003 International Joint Power Generation Conference (pp. 657-665). American Society of Mechanical Engineers.