Machinability of titanium grade 5 alloy for wire electrical discharge machining using a hybrid learning algorithm

M Natarajan, T Pasupuleti, J Giri, N Sunheriya… - Information, 2023 - mdpi.com
Titanium alloys have found widespread use in aviation, automotive, and marine
applications, which makes their implementation in mass production more challenging …

[HTML][HTML] Machine Learning-Based Process Optimization in Biopolymer Manufacturing: A Review

I Malashin, D Martysyuk, V Tynchenko… - …, 2024 - pmc.ncbi.nlm.nih.gov
The integration of machine learning (ML) into material manufacturing has driven
advancements in optimizing biopolymer production processes. ML techniques, applied …

Abrasive waterjet machining of titanium alloy using an integrated approach of taguchi-based passing vehicle search algorithm

K Fuse, J Vora, K Wakchaure, VK Patel… - International Journal on …, 2024 - Springer
Abstract The titanium alloy, Ti6Al4V, is a popularly used material in aerospace and medical
applications due to its specific attributes, such as excellent strength-to-weight ratio and …

Investigation of machining performance of waspaloy using copper-graphite composite electrodes in electric discharge machining

P Putta, V Jayakumar… - Materials Research …, 2024 - iopscience.iop.org
This study endeavoured to investigate the machining of Waspaloy using Electric Discharge
Machining (EDM), utilizing copper-graphite composites as the tool material. Given the …

Development of a hybrid ANFIS Method for optimising laser beam welding of dissimilar metals: A virtual prototype approach

P Thejasree, N Manikandan, MA Khan… - International Journal on …, 2024 - Springer
Laser beam welding (LBW) is a high-quality fusion joining process that has steadily gained
popularity across various sectors due to its cutting-edge capabilities. The welding of …

Development of Hybrid Optimization Model Using Grey‐ANFIS‐Jaya Algorithm for CNC Drilling of Aluminium Alloy

KL Narasimhamu, M Natarajan… - Journal of …, 2024 - Wiley Online Library
Aluminium alloys are gaining popularity in a diversity of engineering applications because of
their extraordinary features such as strength, resistance to oxidation, and so on. AA5052 (Al …

Application of ANFIS approach for prediction of performance measures in wire electric discharge machining of SAE 1010

P Thejasree, N Manikandan, N Sunheriya, J Giri… - Interactions, 2024 - Springer
Due to its exceptional quality, SAE 1010 is highly recommended for automotive applications,
particularly in the manufacturing of headed fasteners and bolts. The primary application of …

Optimisation of HIPS material in fusion deposition modelling using the Taguchi-Grey approach

P Thejasree, N Manikandan, NR Prabha… - International Journal on …, 2024 - Springer
Abstract Additive Manufacturing (AM), specifically Fused Deposition Modelling (FDM), has
become a highly promising method for creating intricate shapes using different materials …

Evolution of Regression and neural network models on wire electrical discharge machining of nickel based superalloy

M Natarajan, T Pasupuleti, LN Katta, J Kiruthika… - 2023 - sae.org
In addition to traditional methods, there are also non-traditional techniques that can be used
to overcome the challenges of conventional metal working. One such technique is wire …

Pseudocapacitive Materials: A Critical Examination of Terminological Perspectives

VK Velpula, Y Sivaramakrishna… - Journal of Physics …, 2024 - iopscience.iop.org
Numerous research and development initiatives have focused on improving
pseudocapacitive materials and associated energy storage devices due to their well-known …