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HomeResearch Members Dr Subhankar Saha

Dr Subhankar Saha

Assistant Professor

Dept of Mechanical Engineering

Brainware University

Dr. Subhankar Saha is an Assistant Professor at the Department of Mechanical Engineering, at Brainware University. He formerly worked as an Assistant Professor at the Department of Mechanical Engineering of St. Martin’s Engineering College, Hyderabad, and at Chennai Institute of Technology, Chennai. He earned his doctoral degree from the National Institute of Technology Silchar. His research includes exploring various Machine Learning algorithms such as Neural Networks, Support Vector Regression, Gaussian Process Regression, Decision Trees, Ensemble algorithms, etc. in the prediction of salient responses to replace large-scale experimentation in allied areas of Manufacturing such as Additive Manufacturing, Micro-EDM surface texturing, WEDM surface texturing, and Sustainable composites development. His research also includes integrating Machine Learning algorithms with novel optimization algorithms in tracing the optimal parametric combinations in manufacturing problems

Publications

  • S Saha, S. R. Maity, S. Dey, S. Dutta, Modeling and combined application of MOEA/D and TOPSIS to optimize WEDM performances of A286 Super alloy, Soft Computing, 2021 (SCI) IF: 4.1
  • B. Podder B, A. Biswas, S Saha. Multi-objective optimization of a small sized solar PV-T water collector using controlled elitist NSGA-II coupled with TOPSIS. Solar Energy 230 (2021) 688–702. (SCI) IF: 6.7.
  • S Saha, S.R. Maity, S. Dey, Machinability Study of A286 Superalloy for Complex Profile Generation Through Wire Electric Discharge Machining. Arab J Sci Eng 48, 3241–3253 (2023). (SCI) IF: 2.9.
  • S Saha, S.R. Maity, S. Dey, "Probabilistic investigation of geometric responses in Wire EDM machined complex-shaped profile: A machine learning based approach." Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 237(12), 1798-1809 (2023). (SCI) IF: 2.6.
  • D.K.Sonkar, S Saha, S.R. Maity, S. Dey, Machining Complex Profile on Nickel-Aluminum-Bronze Alloy through Wire Electric Discharge Machining Process using Zinc-Coated Brass Wire. J. of Materi Eng and Perform 32, 8700–8712 (2023). (SCI) IF: 2.3
  • Hrishikesh Dutta, S Saha, Kishore Debnath, Deba Kumar Sarma, Optimizing Processing Parameters in Electrical Discharge Milling of CFRP using Metaheuristics, Materials & Manufacturing Processes, Taylor and Francis (SCI) IF: 4.8
  • S Saha, K.K. Gupta, S. R. Maity, S. Dey, Data-driven probabilistic performance of Wire-EDM- A machine learning based approach, The Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2022 (SCI) IF: 2.6
  • R. Mazarbhuiya, M. Rahang, S Saha, Surface Modification in the Shape of a Pattern using Crepe Paper Maskant in EDM, Surface Engineering, 2022 (SCI) IF: 2.8
  • R. M. Mazarbhuiya, M. Rahang, S. Saha. Masking in EDM for pattern generation on Al-6061 work surface. Advances in Materials and Processing Technologies, 9(3), 893-907 (2023). (SCOPUS)
  • S Saha, S. R. Maity, S. Dey, Comparative analysis of metaheuristic optimizers in the performance optimization of Wire electric discharge machining processes, Operational Research in Engineering Sciences: Theory and Applications 6(1) (2023): (SCOPUS).
  • S Saha, S. R. Maity, S. Dey, Prediction of WEDM Performances Using Clustering Techniques in ANFIS During Machining of A286 Superalloy, Journal of The Institution of Engineers (India): Series C, 104(2), 315-326 (2023). (SCOPUS)
  • D Saha, M Sen, N Sarkar and S Saha, Existence of a solution in the Holder space for a nonlinear functional integral equation. Armenian Journal of Mathematics, 12(7), pp.1-8, 2020 (SCOPUS)
  • D Saha, M Sen, N Sarkar and S Saha, A novel numerical technique and stability criterion of VF type integro-differential equations of non-integer order. International Journal of Nonlinear Analysis and Applications, 13 (Special Issue for selected papers of ICDACT-2021), pp.133-145, 2022 (SCOPUS)

Book chapters

  • Experimental Investigation of Dimensional Deviation of Square Punches Cut by Wire EDM of A286 Superalloy, S Saha, SR Maity, S Dey, Recent Advances in Mechanical Engineering, Springer, 2021, 677-684. (SCOPUS)
  • Artificial-Neural-Network-Based Uncertain Material Removal Rate by Turning, S Saha, Saikat Ranjan Maity, Sudip Dey, Springer, Singapore, 2020, 591-596. 12. (SCOPUS)
  • Mapping Uncertain Surface Roughness of Inconel 718 in WEDM, S Saha, SR Maity, S Dey, Recent Advances in Manufacturing Modelling and Optimization, Springer, 2022 (SCOPUS)
  • Particle Swarm Optimization Based Search for Optimal Machining Parameters of A286 Superalloy in WEDM Operation, S Saha, SR Maity, S Dey, Recent advancements in Mechanical Engineering, Springer, 2022 (SCOPUS)

Conferences

  • D. Sonker, S Saha, S.R.Maity, S. Dey Machine learning based uncertain machining time mapping in WEDM of NAB alloy International Conference on Recent Advancements in Mechanical Engineering (ICRAME-2022), NIT Silchar, Assam, Feb-2022.
  • S Saha, D. Saha, S.R.Maity, S. Dey, D. Sonker Comparative analysis of metaheuristic optimization algorithms in micro-EDM process, 2nd International Conference on Industrial and Manufacturing Systems (CIMS 2021), Department of Production and Industrial Engineering, Punjab Engineering College, Chandigarh & Department of Industrial and Production Engineering, Dr. B. R. Ambedkar National Institute of Technology Jalandhar, 11th –13th November 2021.
  • S Saha, S.R. Maity, S.Dey, Artificial neural network based uncertain material removal rate by turning, International Conference on Reliability Safety and Hazard (ICRESH) Indian Institute of Technology Madras, India, 11th-13th January, 2019
  • S Saha, S. R. Maity, S. Dey, Particle swarm optimization based search for optimal machining parameters of A286 superalloy in WEDM operation, 2nd International Conference on Recent Advancements in Mechanical Engineering (ICRAME 2021), Department Mechanical Engineering, NIT Silchar, Assam-788010, 7th-9th February, 2021
  • S Saha, S. R. Maity, S. Dey, Experimental investigation of dimensional deviation of square punches cut by wire EDM of A286 superalloy, International Conference on Recent Advancements in Mechanical Engineering (ICRAME-2020), NIT Silchar, Assam, Feb-2020.
  • S Saha, S. R. Maity, S. Dey, Controlled elitist NSGA-II scheme for Dual-Objective Optimization in WEDM of Inconel 718, Second International Conference on Materials and Technologies (Material TECH 2022), NIT Raipur, India, 28th –29th January
  • S Saha, D. Saha, S.R. Maity, S. Dey Mapping Uncertain Surface Roughness of Inconel 718 in WEDM RAM 2021, SVNIT Surat, Surat, June 2021.
  • S Saha, A critical review on wire lag issue and its prevention strategies in WEDM, International Conference on Recent Advances in Mechanical Engineering (ICRAME-2023), St. Martin’s Engineering College, Secunderabad, Feb-2023
  • S Saha, Probing the mechanical properties of Al2618 MMC with Frit particulate as the reinforcement material, National Conference on Contemporary Issues in Science, Engineering and Technology (NCCISET-2023), Aditya College of Engineering, Madanapalle, June-2023