Parameter optimization of friction stir welding of cryorolled AA2219 alloy using artificial neural network modeling with genetic algorithm
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Parameter optimization of friction stir welding of cryorolled AA2219 alloy using artificial neural network modeling with genetic algorithm
Authors
Keywords
Cryorolled AA2219, FSW, ANN, GA, Microstructure analysis, Corrosion test
Journal
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
Volume 94, Issue 9-12, Pages 3117-3129
Publisher
Springer Nature
Online
2017-08-10
DOI
10.1007/s00170-017-0897-6
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The optimization of process parameters for friction spot welded 7050-T76 aluminium alloy using a Taguchi orthogonal array
- (2017) P.S. Effertz et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- EXPERIMENTAL INVESTIGATION ON FRICTION STIR WELDING OF CRYOROLLED AA2219 ALUMINUM ALLOY JOINTS
- (2017) K. KAMAL BABU et al. SURFACE REVIEW AND LETTERS
- Optimization of Mechanical Properties of Friction Stir Spot Welded Joints for Dissimilar Aluminum Alloys (AA2024-T3 and AA 5754-H114)
- (2016) Muna Khethier Abbass et al. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
- Empirical modeling for the effects of welding factors on tensile properties of bobbin tool friction stir-welded 2219-T87 aluminum alloy
- (2016) Sheng Zhao et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Effect of tool pin-tip profiles on material flow and mechanical properties of friction stir welding thick AA7075-T6 alloy joints
- (2016) Mao Yuqing et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Microstructure and mechanical properties of friction stir welded thick pure copper plates
- (2016) A. Azizi et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Multi-objective optimization of friction stir welding process parameters for joining of dissimilar AA5083/AA6063 aluminum alloys using hybrid approach
- (2016) Saurabh Kumar Gupta et al. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART L-JOURNAL OF MATERIALS-DESIGN AND APPLICATIONS
- Correlation between process parameters, grain size and hardness of friction-stir-welded Cu–Zn alloys
- (2016) Akbar Heidarzadeh et al. RARE METALS
- Adaptive Neuro-Fuzzy Inference System modelling for performance prediction of solar thermal energy system
- (2016) Wahiba Yaïci et al. RENEWABLE ENERGY
- Application of Artificial Neural Network Modelling for Optimization of Yb: YAG Laser Welding of Nitinol
- (2016) T. Deepan Bharathi Kannan et al. TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS
- Application of artificial neural network to predict Vickers microhardness of AA6061 friction stir welded sheets
- (2016) Vahid Moosabeiki Dehabadi et al. Journal of Central South University
- Prediction of tensile strength of friction stir weld joints with adaptive neuro-fuzzy inference system (ANFIS) and neural network
- (2016) Mohammad W. Dewan et al. MATERIALS & DESIGN
- Ultimate tensile strength optimization of different FSW aluminium alloy joints
- (2015) Ana C. F. Silva et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Effect of process parameters on tensile strength in plasma-MIG hybrid welding for 2219 aluminum alloy
- (2015) Tao Yang et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Friction stir lap welding of 5456 aluminum alloy with different sheet thickness: process optimization and microstructure evolution
- (2015) Emad Salari et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- On experimental optimization of friction stir welding of aluminum 6061: understanding processing-microstructure-property relations
- (2015) M. Nourani et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Big Data in product lifecycle management
- (2015) Jingran Li et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Model development for mechanical properties and weld quality class of friction stir welding using multi-objective Taguchi method and response surface methodology
- (2015) Mohamed Ackiel Mohamed et al. Journal of Mechanical Science and Technology
- Mechanical activation process for self-propagation high-temperature synthesis of ceramic-based composites
- (2015) M. Farhanchi et al. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY
- Empirical model to predict mass gain of cobalt electroless deposition on ceramic particles using response surface methodology
- (2015) Akbar Heidarzadeh et al. RARE METALS
- Neural Network and Genetic Algorithm Based Modeling and Optimization of Tensile Properties in FSW of AA 5052 to AISI 304 Dissimilar Joints
- (2015) Hamed Darzi Naghibi et al. TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS
- Tensile Properties of Friction Stir Welds of AA 7020 Aluminum Alloy
- (2015) Akbar Heidarzadeh et al. TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS
- Optimization of strength of friction stir welded joints for AISI 430 ferritic stainless steels by genetic algorithm
- (2014) Mehmet Burak Bilgin et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Establishing Mathematical Models to Predict Grain Size and Hardness of the Friction Stir-Welded AA 7020 Aluminum Alloy Joints
- (2014) A. Rahimzadeh Ilkhichi et al. METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE
- Optimization of friction stir welding process of AA7075 aluminum alloy to achieve desirable mechanical properties using ANFIS models and simulated annealing algorithm
- (2013) S. Babajanzade Roshan et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Application of Taguchi approach to optimize of FSSW parameters on joint properties of dissimilar AA2024-T3 and AA5754-H22 aluminum alloys
- (2013) Yahya Bozkurt et al. MATERIALS & DESIGN
- Application of Taguchi optimization technique in determining aluminum to brass friction stir welding parameters
- (2013) Mohammad Hasan Shojaeefard et al. MATERIALS & DESIGN
- Prediction of mechanical properties in friction stir welds of pure copper
- (2013) A. Heidarzadeh et al. MATERIALS & DESIGN
- Taguchi optimization and ultrasonic measurement of residual stresses in the friction stir welding
- (2013) Yashar Javadi et al. MATERIALS & DESIGN
- Simulation and parameter optimization of flux cored arc welding using artificial neural network and particle swarm optimization algorithm
- (2012) D. Katherasan et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Friction stir welding of dissimilar aluminum alloys AA2219 to AA5083 – Optimization of process parameters using Taguchi technique
- (2012) M. Koilraj et al. MATERIALS & DESIGN
- Modelling and Pareto optimization of mechanical properties of friction stir welded AA7075/AA5083 butt joints using neural network and particle swarm algorithm
- (2012) Mohammad Hasan Shojaeefard et al. MATERIALS & DESIGN
- Establishing a Mathematical Model to Predict the Tensile Strength of Friction Stir Welded Pure Copper Joints
- (2012) A. Heidarzadeh et al. METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE
- Optimal FSW process parameters for aluminum alloys AA5083
- (2011) Chi-Hui Chien et al. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS
- The optimization of friction stir welding process parameters to achieve maximum tensile strength in polyethylene sheets
- (2011) Yahya Bozkurt MATERIALS & DESIGN
- Tensile behavior of friction stir welded AA 6061-T4 aluminum alloy joints
- (2011) A. Heidarzadeh et al. MATERIALS & DESIGN
- Predictions of the optimized friction stir spot welding process parameters for joining AA2024 aluminum alloy using RSM
- (2010) R. Karthikeyan et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Microstructure Evolution during Friction Stir Welding of Aluminum Alloy AA2219
- (2010) K.S. Arora et al. JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY
- Optimizations of friction stir welding of aluminum alloy by using genetically optimized neural network
- (2009) Ibrahim N. Tansel et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Optimizing friction stir welding parameters to maximize tensile strength of AA2219 aluminum alloy joints
- (2009) S. Babu et al. METALS AND MATERIALS INTERNATIONAL
- Hybrid of ANN with genetic algorithm for optimization of frictional vibration joining process of plastics
- (2008) K. Panneerselvam et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Process parameters optimization for friction stir welding of RDE-40 aluminium alloy using Taguchi technique
- (2008) A.K. LAKSHMINARAYANAN et al. TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now