Hi, I'm Aditya Balu
Hi, I'm Aditya Balu
Graduate Student, Iowa State University
Graduate Student, Iowa State University
Education
Iowa State University
Fall 2016 - present
Graduate Student
Mechanical Engineering Dept.
GPA :4.0/4.0
Courses:
- Data analytics & Machine Learning for cyber-physical Systems
- Numerical Methods for High Performance Computing
- Computer Graphics and Geometric Modeling
- Continuum Mechanics
Birla Institute of Technology and Sciences, Pilani
2010 - 2014
Major: B.E. Hons. Mechanical Engineering
CGPA: 9.02/10
Electives:
- Finite Element Methods
- Lean Manufacturing
- Automotive Vehicles
- Refrigeration and Air Conditioning
- Object Oriented Programming and Design
Pratibha Junior College
2008- 2010
Andhra Pradesh State Board
High School : 84.4 %
Research
Cyber-Manufacturing
Machine Learning & GPU Accelerated Web Tools for Manufacturing Processes:
- A Deep 3D Convolutional Neural Network Based Design for Manufacturability Framework
Undergraduate Research
Machine Learning
Predictive Modeling of various phenomenon
Applications of ANN, SVM, RSM etc. in:
- Prediction of behavior of machining parameters
- Prediction of flow stress behavior of materials
- Prediction of behavior of sheet metal under deep drawing operations
Optimization
Evolutionary Algorithms
Application of Evolutionary Optimization algorithms in :
- Optimization of machining parameters
- Optimization of yield of lipase production
- Multi-objective optimization of machining parameters
Metal forming
Understanding the behavior of metal
- Building various constitutive models for ASS 316, Ti-6Al-4V alloys at high temperature and low strain rates
- Analyzing the hot forming behavior of sheet metals using FEA and experiments
- Implementation of the constitutive models with the yield criteria in FEA simulations for analyzing the behavior of materials.
Product Design and Sustainable Manufacturing
Applications
Design of additively manufactured sustainable wind turbine blades
Publications [Google Scholar]
Top 3 International Journals and Conferences
Journals
- Kotkunde, N., Deole, A.D., Gupta, A.K., Singh, S.K. and Balu, A. (2014), “Failure and formability studies in warm deep drawing of Ti-6Al-4V alloy”, Journal of Materials and Design, Vol. 60, 2014, pp 540–547. Publisher: Elsevier
- Gupta, A.K., Sharath Chandra, G., Raghuram, K.D. and Balu, A. (2014), “Optimization of turning parameters by integrating genetic algorithm with support vector regression”, International Journal of Advanced Manufacturing Technology, Vol. no. 77 (2015): 331-339. Publisher: Springer.
- Gupta, A.K., Krishnamurthy, H.N., Puranik, P., Singh, S.K. and Balu, A. (2014), “An exponential strain dependent Rusinek-Klepaczko model for flow stress prediction in austenitic stainless steel 304 at elevated temperatures”, Journal of Materials Research and Technology, Vol. no. 4 (2014): 370-377. Publisher: Elsevier
Conferences
- Aditya, B., Sharath Chandra G. and Gupta, A.K. (2013), “Multi-objective optimization of turning operations using non-dominated sorting genetic algorithm enhanced with neural network”, International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT), Surat, Gujarat, India, July 01-03, 2013, pp 106-110.
- Raghuram K.D., Aditya, B., Gupta, A.K. and Singh, S.K. (2014), “Mechanical Properties of Austenitic Stainless Steel 316 at Elevated Temperatures”, International Conference on Structural Integrity (ICONS-2014), IGCAR, Kalpakkam, India, Feb 04-07, 2014.
- Chirag I Sancheti., Aditya, B. and Gupta, A.K. (2014), “Improvement of production by assembly line simulations using FlexSim”, International Conference on Advance Design and Manufacturing (ICADM 2014), Dec 05-07, 2014.
Work
FMC Technologies India July 2014- July 2016
Engineer-I, Vertical Connectors New Product Development, Subsea Components
- Provide Design, Qualification and Product Life Maintenance support for flowline connectors
- Design of Equipment based on API 6A, API 17D and ASME Sec. VIII Div. 2
- Involved in Cost Reduction efforts of Connectors
- Review of CAD work in UG NX 8.5
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