Predictive wear analysis of SS316L fabricated by direct energy deposition using machine learning techniques
M Arunadevi, R Shivashankar, C Durga Prasad… - International Journal on …, 2024 - Springer
Many critical components like turbine blades, and high-speed trains exposed to particle
wear in the environment can be produced using metal additive manufacturing. This paper …
wear in the environment can be produced using metal additive manufacturing. This paper …
Application of integrated entropy-COPRAS and ANN approaches for maximizing wire EDM machinability attributes of Al6082-T6/GNP/TiB2 composites
MR Ch, KGD Prasad, KV Subbaiah - Engineering Research …, 2024 - iopscience.iop.org
Abstract Wire Electrical Discharge Machining (WEDM) utilizes electrical sparks to cut
conductive materials precisely. It employs a thin, electrically charged wire to erode the …
conductive materials precisely. It employs a thin, electrically charged wire to erode the …
Experimental investigation on WEDG machining parameters for tungsten carbide
M Harinath, M Parthiban - Materials and Manufacturing Processes, 2025 - Taylor & Francis
This research evaluates the performance of machining tungsten carbide utilizing the wire
electric discharge grinding (WEDG) technique. A central composite design based on …
electric discharge grinding (WEDG) technique. A central composite design based on …
Development of a Prediction Model for Material Properties of SS404L Alloy in Additive Manufacturing Using KNN and Linear Regression
M Arunadevi, L Avinash, R Vinayakumar - Journal of The Institution of …, 2025 - Springer
This paper explores the impact of additive manufacturing processes on the properties of
stainless steel SS404L, with a focus on the influence of printing parameters such as power …
stainless steel SS404L, with a focus on the influence of printing parameters such as power …
Enhancing surface quality of metal parts manufactured via LPBF: ANN classifier and bayesian learning approach
M Arunadevi, G Veeresha, AW Kharche… - International Journal on …, 2024 - Springer
One of the metal additive manufacturing techniques, Laser Powder Bed Fusion (LPBF), is
utilised to fabricate several metal composites, including S30 and AlSi10Mg, which are …
utilised to fabricate several metal composites, including S30 and AlSi10Mg, which are …
Surface Roughness Prediction Using ANN Regression and Classification Model for S30C Alloy Metals Parts Manufactured by Laser Powder Bed Fusion
M Arunadevi, VN Bhandarkar - Journal of The Institution of Engineers …, 2024 - Springer
Abstract In Additive Manufacturing (AM), the Laser Powder Bed Fusion (LPBF) method are
often used in creating detailed metal parts. This technique utilizes a high-powered laser to …
often used in creating detailed metal parts. This technique utilizes a high-powered laser to …
Comparison of Machine Learning Algorithms for Dynamic Performance Assessment in Complex Shapes Manufacturing of Hybrid Particle-Reinforced Composites
MA Ali, N Mufti, M Sana, M Tlija, C Pruncu… - Available at SSRN … - papers.ssrn.com
In today's world driven by Industry 4.0, the shift towards digitalization and smart
management of industrial processes plays a crucialrole in improving operational efficiency …
management of industrial processes plays a crucialrole in improving operational efficiency …