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Mechanical Engineering

A novel approach of RSM-based TOPSIS-JAYA algorithm for optimization of ECM process parameters

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Pages 628-637 | Received 12 Jan 2023, Accepted 08 May 2023, Published online: 29 Jun 2023

References

  • Bhattacharyya, B., S. Mitra, and A. K. Boro. 2002. “Electrochemical Machining: New Possibilities for Micromachining.” Robotics and Computer-Integrated Manufacturing 18 (3–4): 283–289. doi:10.1016/S0736-5845(02)00019-4.
  • Geethapriyan, T., T. Muthuramalingam, and K. Kalaichelvan. 2019. “Influence of Process Parameters on Machinability of Inconel 718 by Electrochemical Micromachining Process Using TOPSIS Technique.” Arabian Journal for Science and Engineering 44 (9): 7945–7955. doi:10.1007/s13369-019-03978-5.
  • Goswami, D., and S. Chakraborty. 2014. “Differential Search Algorithm-Based Parametric Optimization of Electrochemical Micromachining Processes.” International Journal of Industrial Engineering Computations 5 (1): 41–54. doi:10.5267/j.ijiec.2013.08.003.
  • Hasan, T. Ö., T. Dede, and E. Türker. 2020. “Optimum Design of Reinforced Concrete Counterfort Retaining Walls Using TLBO, Jaya Algorithm.” Structures 25: 285–296. doi:10.1016/j.istruc.2020.03.020.
  • Jegan, C., T. Mariapushpam, and D. Ravindran. 2017. “Electrochemical Machining Process Parameter Optimization Using Particle Swarm Optimization.” Computational Intelligence 33 (4): 1019–1037. doi:10.1111/coin.12139.
  • Kansal, H. K., S.l Singh, and P. Kumar. 2005. “Parametric Optimization of Powder Mixed Electrical Discharge Machining by Response Surface Methodology.” Journal of Materials Processing Technology 169 (3): 427–436. doi:10.1016/j.jmatprotec.2005.03.028.
  • Khan, A., and K. Maity. 2016. “Application of MCDM-Based TOPSIS Method for the Optimization of Multi Quality Characteristics of Modern Manufacturing Processes.” International Journal of Engineering Research in Africa 23 (2011): 33–51. doi:10.4028/www.scientific.net/JERA.23.33.
  • Madić, M., M. Kovačević, and M. Radovanović. 2014. “Application of Multi-Stage Monte Carlo Method for Solving Machining Optimization Problems.” International Journal of Industrial Engineering Computations 5 (4): 647–659. doi:10.5267/j.ijiec.2014.7.002.
  • Mane, S. U., and M. R. Narsingrao. 2021. “A Chaotic-Based Improved Many-Objective Jaya Algorithm for Many-Objective Optimization Problems.” International Journal of Industrial Engineering Computations 12 (1): 49–62. doi:10.5267/j.ijiec.2020.10.001.
  • Mane, S. U., M. R. Narsingrao, and V. C. Patil. 2018. “A Many-Objective Jaya Algorithm for Many-Objective Optimization Problems.” Decision Science Letters 7 (4): 567–582. doi:10.5267/j.dsl.2017.11.001.
  • Manivannan, R., and M. P. Kumar. 2016. “Multi-Response Optimization of Micro-EDM Process Parameters on AISI304 Steel Using TOPSIS.” Journal of Mechanical Science and Technology 30 (1): 137–144. doi:10.1007/s12206-015-1217-4.
  • Mehrvar, A., A. Basti, and A. Jamali. 2017. “Optimization of Electrochemical Machining Process Parameters: Combining Response Surface Methodology and Differential Evolution Algorithm.” Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering 231 (6): 1114–1126. doi:10.1177/0954408916656387.
  • Mishra, A. K., D. Pandey, B. Bundela, and S. Sircar. 2020. “An Efficient Jaya Algorithm for Multi-Objective Permutation Flow Shop Scheduling Problem.” In Advances in Intelligent Systems and ComputingVol. 949 vol 113–125. Singapore: Springer. doi:10.1007/978-981-13-8196-6_11.
  • Mukherjee, R., and S. Chakraborty. 2013. “Selection of the Optimal Electrochemical Machining Process Parameters Using Biogeography-Based Optimization Algorithm.” The International Journal of Advanced Manufacturing Technology 64 (5–8): 781–791. doi:10.1007/s00170-012-4060-0.
  • Pare, V., G. Agnihotri, and C. M. Krishna. 2011. “Optimization of Cutting Conditions in End Milling Process with the Approach of Particle Swarm Optimization.” International Journal of Mechanical and Industrial Engineering 2231: 120–124. doi:10.47893/ijmie.2011.1025.
  • Rao, R. V., and K. C. More. 2017. “Design Optimization and Analysis of Selected Thermal Devices Using Self-Adaptive Jaya Algorithm.” Energy Conversion and Management 140: 24–35. doi:10.1016/j.enconman.2017.02.068.
  • Rao, R. V., K. C. More, J. Taler, and P. Ocłoń. 2016. “Dimensional Optimization of a Micro-Channel Heat Sink Using Jaya Algorithm.” Applied Thermal Engineering 103: 572–582. doi:10.1016/j.applthermaleng.2016.04.135.
  • Rao, S. R., and G. Padmanabhan. 2014. “Optimization of Multiple-Machining Criteria in Electrochemical Machining of Aluminum Composites Using Design of Experiments.” Journal of Scientific and Industrial Research 73 (4): 251–257.
  • Santhi, M., R. Ravikumar, and R. Jeyapaul. 2013. “Optimization of Process Parameters in Electro Chemical Machining (ECM) Using DFA-Fuzzy Set Theory-TOPSIS for Titanium Alloy.” Multidiscipline Modeling in Materials and Structures 9 (2): 243–255. doi:10.1108/MMMS-04-2013-0030.
  • Saravanan, K. G., R. Thanigaivelan, and M. Soundarrajan. 2021. “Comparison of Electrochemical Micromachining Performance Using TOPSIS, VIKOR and GRA for Magnetic Field and UV Rays Heated Electrolyte.” Bulletin of the Polish Academy of Sciences: Technical Sciences 69 (5): 1–10. doi:10.24425/bpasts.2021.138816.
  • Sathiyamoorthy, V., T. Sekar, P. Suresh, R. Vijayan, and N. Elango. 2015. “Optimization of Processing Parameters in Electrochemical Machining of Aisi 202 Using Response Surface Methodology.” Journal of Engineering Science & Technology 10 (6): 780–789.
  • Senthilkumar, C., G. Ganesan, and R. Karthikeyan. 2011. “Parametric Optimization of Electrochemical Machining of Al/15 SiC P Composites Using NSGA-II.” Transactions of Nonferrous Metals Society of China 21 (10): 2294–2300. doi:10.1016/S1003-6326(11)61010-8.
  • Singh, D., and R. Shukla. 2020. “Multi-Objective Optimization of Selected Non-Traditional Machining Processes Using Nsga-Ii.” Decision Science Letters 9 (3): 421–438. doi:10.5267/j.dsl.2020.3.003.
  • Venkata Rao, R. 2016. “Jaya: A Simple and New Optimization Algorithm for Solving Constrained and Unconstrained Optimization Problems.” International Journal of Industrial Engineering Computations 7 (1): 19–34. doi:10.5267/j.ijiec.2015.8.004.
  • Warid, W., H. Hizam, N. Mariun, and N. I. Abdul-Wahab. 2016. “Optimal Power Flow Using the Jaya Algorithm.” Energies 9 (9): 678. doi:10.3390/en9090678.
  • Zhang, Y., A. Chi, and S. Mirjalili. 2021. “Enhanced Jaya Algorithm: A Simple but Efficient Optimization Method for Constrained Engineering Design Problems.” Knowledge-Based Systems 233: 107555. doi:10.1016/j.knosys.2021.107555.
  • Zou, H., X. Yue, H. Luo, B. Liu, and S. Zhang. 2020. “Electrochemical Micromachining of Micro Hole Using Micro Drill with Non-Conductive Mask on the Machined Surface.” Journal of Manufacturing Processes 59: 366–377. doi:10.1016/j.jmapro.2020.09.077.

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