Grey relational analysis-based optimization of machining processes: a comprehensive review

S Chakraborty, HN Datta, S Chakraborty - Process Integration and …, 2023 - Springer
Process optimization deals with identifying the optimal settings of input parameters of
different machining processes resulting in most efficient utilization of energy and other …

A comparative study of linear, random forest and adaboost regressions for modeling non-traditional machining

G Shanmugasundar, M Vanitha, R Čep, V Kumar… - Processes, 2021 - mdpi.com
Non-traditional machining (NTM) has gained significant attention in the last decade due to
its ability to machine conventionally hard-to-machine materials. However, NTMs suffer from …

Study on various parameters of WEDM using different optimization techniques: A review

N Kumar, S Kumari, K Abhishek, G Nandi… - Materials Today …, 2022 - Elsevier
Abstract Wire Electro Discharge Machining (WEDM) is a nonconventional machining
method which is generally used to cut hard conductive materials which are not cut with …

Assessment of machining of hastelloy using WEDM by a multi-objective approach

M Natarajan, T Pasupuleti, MMS Abdullah… - Sustainability, 2023 - mdpi.com
Superalloys are a much-needed material for abundant engineering fields, such as nuclear-
powered reactor components and aeronautics. Owing to their exceptional characteristics …

A robust methodology for optimizing the topology and the learning parameters of an ANN for accurate predictions of laser-cut edges surface roughness

JD Kechagias, A Tsiolikas, M Petousis… - … Modelling Practice and …, 2022 - Elsevier
Abstract The Feed-Forward and Backpropagation Artificial Neural Networks (FFBP-ANN) are
generally employed for cut surfaces quality characteristics predictions. However, the …

Applications of hybrid artificial intelligence tool in wire electro discharge machining of 7075 aluminium alloy

P Thejasree, M Natarajan - International Journal on Interactive Design and …, 2023 - Springer
The mechanical characteristics of the aluminium alloy AA 7075, such as its increased
ductility and lower fatigue, are well recognized. It is frequently employed in the aerospace …

Investigations on Wire electrical discharge machining of titanium alloys by Taguchi—grey approach

N Manikandan, P Thejasree, R Raju… - Recent Advances in …, 2022 - Springer
Titanium alloy is one of the predominant materials that are progressively used in the
aerospace components, marine parts, and automotive applications. Making of components …

Experimental investigation on silicon powder mixed-EDM of nimonic-90 superalloy

A Alhodaib, P Shandilya, AK Rouniyar, H Bisaria - Metals, 2021 - mdpi.com
Powder mixed electrical discharge machining (PM-EDM) is a technological advancement in
electrical discharge machining (EDM) processes where fine powder is added to dielectric to …

Multi objective optimization of wire electrical discharge machining on Inconel 718 using Taguchi grey relational analysis

P Thejasree, JS Binoj, N Manikandan… - Materials Today …, 2021 - Elsevier
Inconel 718 one of the Superalloy which is a high performance material that possess special
features such as better mechanical properties, creep strength, oxidation and corrosion …

Sustainable electrical discharge machining of Nimonic C263 superalloy

RK Shastri, CP Mohanty - Arabian Journal for Science and Engineering, 2021 - Springer
Nimonic C263, a nickel-based superalloy, finds extensive application in manufacturing of
complex parts in gas turbine, aircraft and automotive industries exclusively for exhaust …