grinding parameters optimization

grinding parameters optimization

  • Optimization of parameters in cylindrical and surface ...

    IntroductionMethodologyResultsMathematical ModellingConfirmation TestConclusionAuthors' ContributionsThe manufacturing industry focuses on workpiece dimensional accuracy and surface finish for improved functioning of the machined parts. Surface texture, defined in terms of surface roughness, waviness, lay and flaws, is concerned with the geometric irregularities of the surface of a workpiece. Surface integrity coupled with economical production/processes is the basic requirement of industry [1,2]. Surface roughness influences the performance of mechanical parts and their costs as it affects factors such as f
  • Optimization of Grinding Parameters for Minimum Surface ...

    Optimization of Grinding Parameters for Minimum Surface Roughness by Taguchi Parametric Optimization Technique International Journal of Mechanical and Industrial Engineering (IJMIE), ISSN No. 2231 –6477, Volume-1, Issue-3, 2012 75 and wear resistance in comparison of low carbon steels.

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  • [PDF] Prediction and Optimization of Cylindrical Grinding ...

    Corpus ID: 6963805. Prediction and Optimization of Cylindrical Grinding Parameters for Surface Roughness Using Taguchi Method @inproceedings{Ganesan2014PredictionAO, title={Prediction and Optimization of Cylindrical Grinding Parameters for Surface Roughness Using Taguchi Method}, author={Mahadevan Ganesan and S. Karthikeyan and N. Karthikeyan}, year={2014} }

  • Optimization of Process Parameters in Surface Grinding ...

    Surface quality and metal removal rate are the two important performance characteristics to be considered in the grinding process. The main purpose of this work is to study the effects of abrasive...

  • Optimization of grinding process parameters using ...

    2001-05-03  Selection of grinding process parameters is made easy by employing “expert system”. Thereupon optimal grinding conditions can be formulated by operating “enumeration” technique on the process parameters which have been suggested by the expert system.

  • Cited by: 72
  • Experimental Research on Grinding Surface Layer Behavior ...

    Based on grinding orthogonal test L16(45), the optimizing configuration of grinding process parameters of spiral bevel gear is obtained by using a mean variance analysis of integrated balance method. Based on the test optimization of grinding surface layer behavior, the comprehensive performances of grinding surface, such as grinding residual ...

  • Author: Xing Zu Ming, Zhong Gun Li, Xian Wen Xiong, Jing Zhou
  • Optimization of Cylindrical Grinding Process Parameters on ...

    Various process parameters, which affect the cylindrical grinding operation, are depth of cut, material hardness, work piece speed, grinding wheel grain size, number of passes, material removal rate and grinding wheel speed.

  • Author: Nidiginti. Guruchandra, B. Anjan Kumar Reddy, M. Chandra Sekhar Reddy
  • Grinding Parameter Optimization of Ultrasound-Aided ...

    Parameter optimization is to realize the maximum processing efficiency on the premise of the assurance of best workpiece quality, which should mainly include

  • Author: Fan Chen, Bo Zhao, Xiao-feng Jia, Chong-yang Zhao, Jing-lin Tong
  • Optimization of Cylindrical Grinding Machine Parameters ...

    Most common influencing parameters of grinding are grinding wheel, speed, feed, depth of cut. For present work the included parameters are Speed, Feed, Depth of cut and another one hardness of material. Analysis of variance (ANOVA) has been used for

  • OPTIMIZATION OF CYLINDRICAL GRINDING PROCESS METHOD

    The input parameters are depth of cut (Dc), Work Speed (Nw), Number of Passes (Np) and Grinding Wheel Speed (Ns), and the responses considered are surface roughness (Ra) and material removal rate (MRR). The surface roughness is measured

  • Optimization of Cylindrical Grinding Process Parameters on ...

    In this thesis, is to arrive at the optimal grinding conditions that will minimize surface roughness and maximize metal removal rate when cylindrical grinding of EN21AMsteel is done for the optimization of grinding process parameters. During this experimental work input process parameters i.e. speed, feed, depth of cut is optimized using Taguchi method. 3D modeling done by CREO parametric ...

  • Cylindrical Grinding Process Parameters - Optimization ...

    2020-03-02  Naresh Kumar et al. [2] worked on cylindrical grinding of C40E steel is done for the optimization of grinding process parameters. During this experimental work input process parameters i.e. speed, feed, depth of cut are optimized by using Taguchi L9 orthogonal array. They concluded that surface roughness is minimum at the 210 rpm, 0.11mm/rev feed, and 0.04mm depth of penetration.

  • Experimental Research on Grinding Surface Layer Behavior ...

    Based on grinding orthogonal test L16(45), the optimizing configuration of grinding process parameters of spiral bevel gear is obtained by using a mean variance analysis of integrated balance method. Based on the test optimization of grinding surface layer behavior, the comprehensive performances of grinding surface, such as grinding residual ...

  • Optimization of Cylindrical Grinding Machine Parameters ...

    Our aim in this project is to make Mathematical Modeling and Optimization of Grinding Parameters for Minimum Surface Roughness and Maximum MRR. C. Methodology For present study, efforts were made to find experiment values of parameters on grinding machine and they were measured on the basis of minimum surface roughness (Ra) for EN19 cylindrical bar. For this experimentation, parameters were ...

  • Optimization of sequential grinding process in a fuzzy ...

    2019-01-29  Grinding parameters x = [a 1, a 2, a 3, v w] were optimized to maximize the value of fuzzy decision μ D (x). The optimization was made in the MATLAB 2016b environment, for the following genetic optimization parameters: initial population size 500; generations 20; function tolerance 1e−10; constraint tolerance 1e−10.

  • Optimization Of Process Parameters For Grinding

    Optimization Of Surface Grinding Process Parameters By . 2019-7-1in this study, the surface grinding process parameters were optimized by using taguchi method and response surface methodology rsmhe process parameters considered in this study are grinding wheel abrasive grain size, depth of cut and feedn aisi 1035 steel square rod of 100 mm x 10 mm x 10 mm was considered for grinding.

  • Optimization of Internal Grinding Process Parameters on ...

    internal grinding of C40E steel was executed for the optimization of output parameters with respect to change of input parameters. The cutting force, cutting speed and depth of cut were chosen as input parameters for this experimental work and output was optimized using Taguchi technique.

  • Grinding Parameters Scientific.Net

    Grinding Parameters Optimization of Stainless Steel Surface Based on Grey Relational Analysis. Authors: Yu Lun Chi, Hao Lin Li, Hao Yang Cao, Xian Kun Lin Abstract: The theory of grey systems has been used for performance prediction, relational analysis and decision making in many areas. In this paper, the grey relational analysis is applied to optimize the stainless steel cylindrical grinding ...

  • FABRICATION OF CYLINDRICAL GRINDING ATTACHMENT ON

    The optimization of the parameters is done by Regression Analysis. The outputs are subjected to Regression Analysis and the optimal values are attained. Keywords: Cylindrical grinding Attachment, Surface finish, Work speed, Feed, Depth of the cut, Optimization INTRODUCTION Grinding is the process of removing metal by the application of abrasives which are bonded to form a rotating wheel

  • OPTIMIZATION OF CYLINDRICAL GRINDING PROCESS METHOD

    OPTIMIZATION OF CYLINDRICAL GRINDING PROCESS PARAMETERS FOR AISI 1040 STEEL USING TAGUCHI METHOD Kirankumar Ramakantrao Jagtap Assistant Professor Mechanical Engineering Department MGM’s Jawaharlal Nehru Engineering College, Aurangabad, Maharashtra, India E-Mail ID: [email protected] S.B.Ubale Associate Professor Mechanical Engineering

  • OPTIMIZATION OF CYLINDRICAL GRINDING PARAMETERS OF ...

    The goal of experimental work was to investigate the effect grinding parameters with the process parameters of cutting speed, feed rate and Depth of cut influencing the metal removal rate of AISI 316 Austenite stainless steel.The work material was AISI 316 Austenite stainless steel in the form of round rods with 50 mm diameters and length 70 mm (Figure 1).

  • Grinding Parameter Optimization of Ultrasound-Aided ...

    Grinding Parameter Optimization of Ultrasound-Aided Electrolytic in Process Dressing for Finishing Nanocomposite Ceramics. Experimental Research on Two-step Cooling Mechanism of the Oxide Film of ELID... Experimental Research on Two-step Cooling Mechanism of the Oxide Film of ELID Grinding Wheel. Fractal dimensional surface analysis of AISI D2 Tool steel material with... Fractal dimensional ...

  • Optimization Of Process Parameters For Grinding

    Optimization Of Surface Grinding Process Parameters By . 2019-7-1in this study, the surface grinding process parameters were optimized by using taguchi method and response surface methodology rsmhe process parameters considered in this study are grinding wheel abrasive grain size, depth of cut and feedn aisi 1035 steel square rod of 100 mm x 10 mm x 10 mm was considered for grinding.

  • Grinding Parameters Scientific.Net

    In this paper, the grey relational analysis is applied to optimize the stainless steel cylindrical grinding parameters, and the corresponding grinding parameters are considered, such as spindle speed, feedrate, radial depth of grinding and workpiece speed.

  • optimization of process parameters for grinding

    Optimization of Grinding Parameters of Surface Grinding Process for AISI 1018 Mild Steel by using Al 2 O 3 Grinding Tool Rajhans R. Manwatkar1 Dr. Ramakant Shrivastava2 1PG Student Head 2 of Dept. 1,2Department of Mechanical Engineering 1,2Government College of Engineering, Aurangabad (An Autonomous Institute of Government of Maharashtra), India . Optimization of Grinding Parameters

  • Optimization of Internal Grinding Process Parameters on ...

    The method of optimization cycles allows expanding the number of optimized parameters and performing multivariable optimization in multidimensional space, which makes it use CAD to create engineering standards for cutting data for internal grinding operations that meet the requirements of modern production [25, 26].

  • Cylindrical grinding process parameters optimization of Al ...

    Cylindrical grinding process parameters optimization of Al / SiC metal matrix composites C. Thiagarajan. a *, S. Ranganathan. b. and P. Shankar. c. a, b, c. Department of Mechanical Engineering, Saveetha School of Engineering, Saveetha University, Chennai-602105, Tamilnadu, India. Abstract—The present investigation reports the effects of the grinding process parameters namely wheel velocity ...

  • Cost Optimization of Surface Grinding Process -David ...

    In addition, the influence of cost parameters including the machine tool hourly rate and the grinding wheel cost were taken into account. In order to find the optimum exchanged grinding wheel diameter, a cost optimization problem was built. From the results of the optimization problem, a model for determination of the optimum exchanged grinding wheel diameter was found. By using the optimum ...

  • Parameter Optimization of Polishing M300 Mold Steel with ...

    The combination of grinding parameters for a single optimized target can be achieved by the signal-to-noise ratio (SNR) analysis of the experimental data. Since the optimization target is the surface roughness (Ra), the design parameters of the small characters are adopted, such as

  • optimization cylindrical machine

    MODELING AND OPTIMIZATION OF CYLINDRICAL GRINDING . remove rate (MRR). Efforts were made to find expedient values of parameters on grinding machine and they were measured on the basis of minimum surface roughness (Ra) for EN19 cylindrical bar. Rajendra B et. al. optimization of the process parameter such as cutting speed, depth of cut and feed rate on . Get Price [] Bridging

  • Cylindrical grinding process parameters optimization of Al ...

    Cylindrical grinding process parameters optimization of Al / SiC metal matrix composites C. Thiagarajan. a *, S. Ranganathan. b. and P. Shankar. c. a, b, c. Department of Mechanical Engineering, Saveetha School of Engineering, Saveetha University, Chennai-602105, Tamilnadu, India. Abstract—The present investigation reports the effects of the grinding process parameters namely wheel velocity ...

  • Grinding Parameter Optimization of Ultrasound-Aided ...

    Grinding Parameter Optimization of Ultrasound-Aided Electrolytic in Process Dressing for Finishing Nanocomposite Ceramics. Experimental Research on Two-step Cooling Mechanism of the Oxide Film of ELID... Experimental Research on Two-step Cooling Mechanism of the Oxide Film of ELID Grinding Wheel. Fractal dimensional surface analysis of AISI D2 Tool steel material with... Fractal dimensional ...

  • optimization of process parameters for grinding

    Optimization of surface grinding process parameter for AISI 321 by Using Taguchi Method Avinash S ... (2014) states that, the surface grinding process parameters can be optimized by using Taguchi method and Response Surface Methodology (RSM). The process parameters considered in this study are grinding wheel abrasive grain size, depth of cut and feed. An AISI 1035 steel square rod of 100

  • optimization of process parameters for grinding

    Optimization of Grinding Parameters of Surface Grinding Process for AISI 1018 Mild Steel by using Al 2 O 3 Grinding Tool Rajhans R. Manwatkar1 Dr. Ramakant Shrivastava2 1PG Student Head 2 of Dept. 1,2Department of Mechanical Engineering 1,2Government College of Engineering, Aurangabad (An Autonomous Institute of Government of Maharashtra), India . Optimization of Grinding Parameters

  • Application of the Taguchi method for parameter ...

    Application of the Taguchi method for parameter optimization of the surface grinding process. Materials Testing: Vol. 57, No. 1, pp. 43-48. ... With this study, not only can the optimal surface roughness for grinding operations be obtained, but also the main grinding parameters that affect the performance in grinding operations. The experimental results confirmed the validity of the used ...

  • Optimization the Cutting Parameters when Grinding SKD11 ...

    Optimization the Cutting Parameters when Grinding SKD11 Steel using CBN Grinding Wheel Nguyen Hong Son1, Do Duc Trung2,* ... The study of optimizing the cutting parameters when grinding to process the surface workpiece of a small surface roughness has been conducted by many studies. M. Janardhan and A. Gopala Krishna [3] optimally studied two parameters of the grinding process

  • Parameter Optimization of Polishing M300 Mold Steel with ...

    The combination of grinding parameters for a single optimized target can be achieved by the signal-to-noise ratio (SNR) analysis of the experimental data. Since the optimization target is the surface roughness (Ra), the design parameters of the small characters are adopted, such as . Table 5 is the average response of SNR to Ra in each parameter level. The larger the SNR is, the higher the ...

  • Optimization of the grinding process to improve the ...

    2017-02-12  Rao R, Pawar P (2010) Grinding process parameter optimization using non-traditional optimization algorithms. Proc Inst Mech Eng B J Eng Manuf 224(6):887–898. Article; Google Scholar; 17. Rudrapati R, Pal PK, Bandyopadhyay A (2016) Modeling and optimization of machining parameters in cylindrical grinding process. Int J Adv Manuf Technol 82(9–12):2167–2182 . Article; Google

  • Optimization of Wet Grinding Parameters of Calcite Ore in ...

    Optimization of Wet Grinding Parameters of Calcite Ore in Stirred Ball Mill 226 Ç.Ü. Müh. Mim. Fak. Dergisi, 33(3), Eylül 2018 1. INTRODUCTION The purpose of this experimental investigate the Grinding, particularly ultra-fine grinding, is a unit operation with high energy requirements in the general process in which finer products with larger surface area are produced. Requirement of high ...

  • ANALYSIS OF PROCESS PARAMETERS FOR A SURFACE-GRINDING ...

    grinding parameters on minimum quantity lubrication (MQL) and they compared the results with dry lubri-cation. ... He proposed that an engineering optimization of a process or product should be carried out with a three-step approach: i. system design, ii. parameter design, and iii. tolerance design10,11. Materiali in tehnologije / Materials and technology 47 (2013) 1, 105–109 105 UDK 621.923 ...