Home Browse by Title Periodicals Journal of Intelligent Manufacturing Vol. 28, No. 6 Optimization of process parameters of SMAW process using NNFGRA from the sustainability view point
Optimization of Grinding Parameters for Minimum Surface . describe various aspects of grinding process The main objective in any machining process is to minimize the surface roughness (Ra)In order to optimize these values taguchi method, is used 2 Taguchi Method Taguchi method is the process of engineering optimization in a three step approach namely system design, parameter design and .
Feb 04, 2020 · Taguchi optimization technique is applied to optimize the process parameters to get optimum results of surface finish during grinding. The most influencing process parameters are depth of cut and table speed to optimize the MRR and surface roughness. The results reveals that optimum values of process parameters are mm feed rate, 16 m/min ...
The optimization of process parameters for the production of a graphite concentrate was developed using response surface methodology (RSM). The relationship between the responses, total carbon grade and recovery, and four process parameters, kerosene dosage, sodium silie dosage, agitation speed and scrubbing time were presented as empirical model equations for graphite .
Mar 04, 2003 · This paper presents implementation results of surface grinding processes based on the modelbased optimization scheme proposed by Lee and Shin (Lee, C. W., and Shin, Y. C., 2000 "Evolutionary Modeling and Optimization of Grinding Processes," Int. J. Prod. Res. 38(12), pp. 2787–2813).In order to accomplish this goal, process models for grinding force, power, surface .
Oct 30, 2021 · Types of Grinding Machine: Parts, Working Principle Grinding W, Know More. Aug 05, 2019· Selection of grinding process parameters The grinding wheel speed, grinding wheel grade, depth of cut, grinding wheel material and feed rate are the important parameters that affect the surface finish, which in turn affects the productivity and cost of the component...
In the traditional optimization mathod, the process control parameters for fully mechanized mining face are determined by experts or technicians based on their own experience, which is lack of scientific basis, and need long production adjustment cycle. It is cause large loss, and not conducive to improving mine production efficiency.
Optimization of grinding process parameters using . The planning process for a grinding job is undertaken after the designer has finalized the design parameters the shape dimensions and surface finish. During the planning process the planner selects suitable machine(s) and .
This paper introduces a study on multicriteria optimization of the dressing parameters in surface grinding for 90CrSi tool steel. The aim of the study is to minimize the surface roughness, the normal shear force and maximize the grinding wheel life by using Taguchi method and Grey Relational Analysis (GRA). This multiobjective optimization is obtained by optimizing four fourlevel and two ...
Apr 23, 2018 · Experiments were performed on surface grinding and cylindrical attachment for optimization of grinding process parameters for improved surface finish. Grinding wheel speed, depth of cut, table feed, grinding wheel material and table travel speed for surface grinding operation and work speed for cylindrical grinding operation were taken as the ...
The paper presents a methodology for optimization of the dressing parameters in cylindrical grinding. The generalized utility function has been chosen as an optimization parameter. It is a complex indior determining the economic, dynamic and manufacturing characteristics of the grinding process.
Optimization of Process Parameters for Minimum OutofRoundness of Cylindrical Grinding of Heat Treated AISI 4140 Steel. American Journal of Mechanical Engineering, 2(2), 3440. Singh, Taranvir, Parlad Kumar, and Khushdeep Goyal. "Optimization of Process Parameters for Minimum OutofRoundness of Cylindrical Grinding of Heat Treated AISI 4140 ...
Aug 15, 2016 · 2. Theoretical Analysis about Grinding Parameter Optimization. In the UELID grinding, the motion state of a grain on diamond wheel and the interaction process of a grain and workpiece were shown in Figure 1. Parameter optimization is to realize the maximum processing efficiency on the premise of the assurance of best workpiece quality, which ...
Using appropriate roughness parameters, the grinding process can be improved by the understanding and optimization of the relationship between the surface finish and machining parameters. For this purpose, depth of cut, feed rate, wheel speed and grinding direction influence on the surface finish of ground window glass samples will be ...
The selection of parameters in grinding process remains as a crucial role to guarantee that the machined product quality is at the minimum production cost and maximum production rate. Therefore, it is required to utilize more advance and effective optimization methods to obtain the optimum parameters and resulting an improvement on the grinding performance.
It is recommended that all operational and process deficiencies be eliminated and that the system be optimized before considering use of a grinding aid to further improve the process. Results of the optimization can be measured by multiple parameters such as separator efficiency, specific power consumption, system throughput, and wear rate of ...
Dec 10, 2020 · The second factor that influenced on the output parameter was the depth of cut. The workpiece velocity has the smallest influence on the output parameters. Data Envelopment Analysis Based Ranking (DEAR) method was used to solve the multiobjective optimization problem in surface grinding process.
May 30, 2018 · Rao Pawar proposed multiobjective optimization of process parameters of the grinding process using various nontraditional optimization techniques such as artificial bee colony, harmony search and simulated annealing algorithms. The objectives considered in their work were production cost, production rate and surface finish subjected to the ...
