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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Paper Title
Influence of Process Parameters on Surface Quality and MRR in Die Sinking EDM of Oil Hardened Non-Shrinking Die Steel (OHNS) Using ANN
Authors
Bhavesh A. Patel, Shevil K. Mehta, Akash H. Koshti, Bhargavsinh H. Vaghela, Haresh A. Patel
Keywords
Material Removal Rate (MRR), Surface Roughness (SR), Artificial Neural Network (ANN), Back-Propagation (BP)
Abstract
Electrical Discharge Machining (EDM) is a non conventional machining process, where electrically conductive materials are machined by using an accurately controlled spark that takes place between an electrode and a work piece in the existence of a dielectric fluid. It has always been a demand to model and optimize the EDM process in the current situation. Experimentation on Oil Hardened Non-Shrinking (OHNS) Die Steel has been carried out on EDM using copper as an electrode material. The experimental results have been used to train ANN using Back-Propagation Algorithm which provides the optimum value of the performance parameters like Material Removal Rate (MRR) and Surface Roughness (SR) based on the influence of electrode material and processing parameters such as Discharge Current, Voltage, Pulse On Time, Pulse Off Time and Flushing Speed.
IJCRT's Publication Details
Unique Identification Number - IJCRT2309012
Paper ID - 243587
Page Number(s) - a102-a114
Pubished in - Volume 11 | Issue 9 | September 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Bhavesh A. Patel, Shevil K. Mehta, Akash H. Koshti, Bhargavsinh H. Vaghela, Haresh A. Patel, "Influence of Process Parameters on Surface Quality and MRR in Die Sinking EDM of Oil Hardened Non-Shrinking Die Steel (OHNS) Using ANN", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 9, pp.a102-a114, September 2023, Available at :http://www.ijcrt.org/papers/IJCRT2309012.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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