A review on current research trends in electrical discharge machining (EDM)
NM Abbas, DG Solomon, MF Bahari - International Journal of machine tools …, 2007 - Elsevier
Electrical discharge machining (EDM) is one of the earliest non-traditional machining
processes. EDM process is based on thermoelectric energy between the work piece and an …
processes. EDM process is based on thermoelectric energy between the work piece and an …
Surface modification by electrical discharge machining: A systematic literature review and bibliometric analysis
In past few decades, the non-traditional machining techniques of electrical discharge
machining (EDM) has been developed to machine materials that are difficult to cut …
machining (EDM) has been developed to machine materials that are difficult to cut …
Optimization of material removal rate in micro-EDM using artificial neural network and genetic algorithms
KP Somashekhar, N Ramachandran… - Materials and …, 2010 - Taylor & Francis
The present work reports on the development of modeling and optimization for micro-electric
discharge machining (μ-EDM) process. Artificial neural network (ANN) is used for analyzing …
discharge machining (μ-EDM) process. Artificial neural network (ANN) is used for analyzing …
Artificial neural network models for the prediction of surface roughness in electrical discharge machining
AP Markopoulos, DE Manolakos… - Journal of intelligent …, 2008 - Springer
In the present paper Artificial Neural Networks (ANNs) models are proposed for the
prediction of surface roughness in Electrical Discharge Machining (EDM). For this purpose …
prediction of surface roughness in Electrical Discharge Machining (EDM). For this purpose …
[HTML][HTML] Modeling of EDM responses by support vector machine regression with parameters selected by particle swarm optimization
U Aich, S Banerjee - Applied Mathematical Modelling, 2014 - Elsevier
Electrical discharge machining (EDM) is inherently a stochastic process. Predicting the
output of such a process with reasonable accuracy is rather difficult. Modern learning based …
output of such a process with reasonable accuracy is rather difficult. Modern learning based …
Reduction in errors in roughness evaluation with an accurate definition of the SL surface
Characterization of surface topography, roughly divided into measurement and data
analysis, can be valuable in the process of validation of the tribological performance of …
analysis, can be valuable in the process of validation of the tribological performance of …
Multi-objective optimization of electric-discharge machining process using controlled elitist NSGA-II
PS Bharti, S Maheshwari, C Sharma - Journal of mechanical science and …, 2012 - Springer
Parametric optimization of electric discharge machining (EDM) process is a multi-objective
optimization task. In general, no single combination of input parameters can provide the best …
optimization task. In general, no single combination of input parameters can provide the best …
Determination of an Optimum Parametric Combination Using a Surface Roughness Prediction Model for EDM of Al2O3/SiCw/TiC Ceramic Composite
Alumina has become one of the most popular ceramic materials used in wear-resistant and
structural applications due to its attractive physical characteristics together with chemical …
structural applications due to its attractive physical characteristics together with chemical …
Modeling of surface roughness in electro-discharge machining using artificial neural networks
Electro-Discharge machining (EDM) is a thermal process comprising a complex metal
removal mechanism. This method works by forming of a plasma channel between the tool …
removal mechanism. This method works by forming of a plasma channel between the tool …
Effect of machining parameters on surface roughness for compacted graphite cast iron by analyzing covariance function of Gaussian process regression
J Lu, Z Zhang, X Yuan, J Ma, S Hu, B Xue, X Liao - Measurement, 2020 - Elsevier
This study employs Gaussian process regression (GPR) with square exponential covariance
function to predict surface roughness of Compacted Graphite Cast Iron (CGI). In addition, a …
function to predict surface roughness of Compacted Graphite Cast Iron (CGI). In addition, a …