Related Experiment Video
Updated: Sep 16, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
A Multi-Objective optimization framework for the sustainable machining of Monel 400
Binayak Sen1,2, Prasadaraju Kantheti3, Sachin Rathore4
1Centre for Computational Modeling, Chennai Institute of Technology, Chennai, 600069, Tamil Nadu, India.
Abstract:
This study explores the synergistic effects of lubrication as well as cooling on the machinability behaviour of the superalloy Monel 400. A comparative assessment was conducted across four machining environments-dry cutting, Minimum Quantity Lubrication (MQL), Cryogenic CO₂, and a hybrid MQL + CO₂ approach. Among these, MQL + CO₂ exhibited superior performance, yielding reductions of 19.58% in cutting force, 19.10% in tool wear, and 47.19% in surface roughness relative to dry cutting. Scanning Electron Microscopy (SEM) analysis identified adhesion and abrasion as the predominant wear mechanisms. Adhesion, driven by elevated cutting temperatures, facilitates material transfer between the tool and workpiece, while abrasion arises from the interaction of hard alloy particles with the tool surface, resulting in micro-scratches. Analysis of variance revealed that feed and cutting speed are the utmost influential parameters influencing machining outcomes. Utilizing Multi-Objective Response Surface Methodology, the study established optimal machining conditions-cutting speed of 78.35 m/min, feed of 0.1 mm/rev, and depth of cut of 1 mm-attaining a composite desirability of 0.84. These findings offer a sustainable framework for optimizing the machinability of Monel 400, with significant implications for aerospace and high-precision manufacturing industries.
Related Concept Videos
Mechanical Efficiency of Real Machines
However, in reality, no machine can be truly ideal, and all of them experience some...
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
Machines: Problem Solving II
Mechanical Characteristics of Steel
The tension test is fundamental for determining tensile strength. In this test, a steel specimen is stretched using a gripping device until it breaks. The data collected during this test are used...
Unsymmetric Loading of Thin-Walled Members: Problem Solving
To compute the shear forces, find the shear flow at a specific distance from the endpoint using the vertical shear and the moment of inertia values. The total shear force on the flange is calculated by integrating the shear flow from one end of the flange to the other.
Next, calculate the moments of...
Response Surface Methodology
The process of RSM involves several key steps:

