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Application of artificial neural networks (ANN) and gray relational analysis (GRA) to modeling and optimization of the material ratio curve parameters when turning hard steel
The purpose of this study is to model the functional parameters of the surface texture (ISO 13565 standard) and to choose the optimal cutting...
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Optimization of the tungsten inert gas welding parameters of mild steel thin sheets through the gray relational analysis method
Welding techniques are widely utilized for permanent material joining. The tungsten inert gas (TIG) welding process is notable for its exceptional...
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Using Taguchi method and gray relational analysis to enhance manufacturing performance in photopolymerization
Digital light processing (DLP) is the most widely used 3D molding technology in the medical industry. DLP machine developers aim at the interactive...
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Effect of SiC and TiO2 Nanoparticles on Machinability of AA7178 Metal Matrix Composite: A Comparative Analysis Using Taguchi and GRA Approaches
In this study, a comparison is made between the Taguchi and the GRA strategy for enhancing the machinability of AA7178 metal matrix composites that...
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Optimization parameters for electro discharge machining on Nimonic 80A alloy using grey relational analysis
Abrasive powder-mixed electrode-coated electrical discharge machining (APMEC-EDM) is a hybrid manufacturing process that involves using a abrasive...
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Analysis and optimization of welding techniques for austenitic stainless steel using grey relational analysis
The present study aims to explore the suitable welding technique for Austenitic Stainless Steel (ASS) material through multi-criteria decision making...
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Machinability analysis of AZ31 magnesium alloys using the Taguchi gray relational analysis
The manufacturing sector is among the fastest growing in today’s industrialized world. Increasing the efficiency and sustainability of manufacturing...
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Sustainable Turning of 6063 Aluminum Alloy in Dry Condition Using Gray Relational Analysis
The aim of this work was finding the best input parameters while turning of 6063 aluminum alloy for minimizing the machining time and also for...
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A New Optimization Technique in Examining the Machinability of Sverker 21 Steel: Gray Relational Analysis-Based Genetic Algorithm
In this study, to determine the optimum parameters of the WEDM method, Taguchi experiment design, gray relational analysis (GRA) and gray relational...
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An intelligent framework based on the integration of GRA, fuzzy logic, and Taguchi’s approaches for multi-response optimization of wire-EDT process parameters
A novel hybrid multi-response optimization approach is proposed to determine the best optimal wire-electrical discharge turning (WEDT) conditions for...
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Predictive modeling of drilling machine performance for jute fiber-reinforced polymer composites using GA, TLBO, and GRA-based RSM approaches
Machining the surface of polymer composites is an inevitable task for components. Hole-making processes like milling or drilling can be conducted to...
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Electricity Generation Potential Forecast of Bei**g Municipal Solid Waste Separation Rate Based on GRA-BiLSTM Model
China MSW (Municipal solid waste) is being transformed from a strictly environmental problem to a renewable resource. Effective treatment of future...
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Interlayer bonding improvement and optimization of printing parameters of FFF polyphenylene sulfide parts using GRA method
Fused filament fabricated (FFF) parts generally show anisotropic mechanical properties. Moreover, the anisotropy in FFF-printed parts varies with...
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Predictive modeling and multi-response optimization of cutting parameters using DF, GRA and MABAC techniques while turning POM-C GF 25% composite polymer
Polymers are increasingly gaining prominence in the economic market due to their superior performance compared to metallic materials. The...
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Multi-objective optimization of PLA-FDM parameters for enhancement of industrial product mechanical performance based on GRA-RSM and BBD
The FDM™/FFF technology is widely adopted in both hobbyist and professional 3D printing communities, offering a plethora of printing parameters for...
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Tool vibration, surface roughness, cutting power, and productivity assessment using RSM and GRA approach during machining of Inconel 718 with PVD-coated carbide tool
Nickel-based alloys such as (Inconel 718) are widely used in the fields of space technology, rocket engines, nuclear reactors, petrochemicals,...
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Optimizing Wear Characteristics of Aluminium Powder Reinforced Epoxy Polymer Matrix Composite Using Taguchi Grey Relational Analysis Approach
Aluminium-epoxy composites, known for their improved mechanical and tribological properties, exhibit significant potential in various engineering...
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Ply Optimization of Backrest Skeleton of Carbon Fiber Reinforced Plastic Car Seat Based on Grey Euclidean Relational Analysis Method
In this paper, an improved grey Euclidean relational analysis method based on Euclidean distance was proposed, which was based on the traditional...
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Research on Port Logistics Demand Forecast Based on GRA-WOA-BP Neural Network
Port logistics demand is a crucial part of China’s coastal industrial economy. In order to achieve a balanced supply and demand for port logistics...
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Slurry Abrasion Wear Assessment of Hybrid-Reinforced Polymer Composite Using Comparative Taguchi Gray Relational Analysis
This work aims to examine the slurry abrasion wear behavior of granite dust/titania-filled E-glass fiber-reinforced vinyl ester-based polymer...