V. Sugumaran

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 3

Top Topics

Vibration Signal

Bayes Classifiers

Nearest Neighbor

Fault Diagnosis

Top Venues

Eng. Appl. Artif. Intell.

Int. J. Comput. Aided Eng. Technol.

Appl. Artif. Intell.

Publications

G. Chakrapani, V. Sugumaran
Transfer learning based fault diagnosis of automobile dry clutch system. Eng. Appl. Artif. Intell. 117 (Part) (2023)
P. S. Anoop, V. Sugumaran
Effect of wheel balancing on tyre condition monitoring system using vibration signals through statistical features and machine learning techniques. J. Intell. Fuzzy Syst. 43 (1) (2022)
V. Muralidharan, V. Sugumaran
SVM-based wavelet selection for fault diagnosis of monoblock centrifugal pump. Int. J. Data Anal. Tech. Strateg. 8 (4) (2016)
M. Amarnath, S. Arunav, Hemantha Kumar, V. Sugumaran, G. S. Raghvendra
Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals. CoRR (2015)
Siddhant Sahu, V. Sugumaran
Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings. CoRR (2014)
Sanidhya Painuli, M. Elangovan, V. Sugumaran
Tool condition monitoring using K-star algorithm. Expert Syst. Appl. 41 (6) (2014)
Hemantha Kumar, T. A. Ranjit Kumar, M. Amarnath, V. Sugumaran
Fault diagnosis of bearings through vibration signal using Bayes classifiers. Int. J. Comput. Aided Eng. Technol. 6 (1) (2014)
V. Muralidharan, V. Sugumaran
Selection of discrete Wavelets for Fault Diagnosis of monoblock centrifugal Pump using the J48 Algorithm. Appl. Artif. Intell. 27 (1) (2013)
Anish Bahri, V. Sugumaran, S. Babu Devasenapati
Misfire Detection in IC Engine using Kstar Algorithm. CoRR (2013)
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Roy
Application of standalone system and hybrid system for fault diagnosis of centrifugal pump using time domain signals and statistical features. Int. J. Data Min. Model. Manag. 4 (1) (2012)
N. R. Sakthivel, V. Sugumaran, Binoy B. Nair
Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump. Appl. Soft Comput. 12 (1) (2012)
V. Muralidharan, V. Sugumaran
A comparative study of Naïve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis. Appl. Soft Comput. 12 (8) (2012)
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran
Soft computing approach to fault diagnosis of centrifugal pump. Appl. Soft Comput. 12 (5) (2012)
N. R. Sakthivel, V. Indira, Binoy B. Nair, V. Sugumaran
Use of histogram features for decision tree-based fault diagnosis of monoblock centrifugal pump. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2 (1) (2011)
N. R. Sakthivel, Binoy B. Nair, V. Sugumaran, Rajakumar S. Rai
Decision support system using artificial immune recognition system for fault classification of centrifugal pump. Int. J. Data Anal. Tech. Strateg. 3 (1) (2011)
M. Saimurugan, K. I. Ramachandran, V. Sugumaran, N. R. Sakthivel
Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine. Expert Syst. Appl. 38 (4) (2011)
V. Indira, R. Vasanthakumari, N. R. Sakthivel, V. Sugumaran
A method for calculation of optimum data size and bin size of histogram features in fault diagnosis of mono-block centrifugal pump. Expert Syst. Appl. 38 (6) (2011)
V. Muralidharan, V. Sugumaran, N. R. Sakthivel
Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump. Int. J. Data Anal. Tech. Strateg. 3 (2) (2011)
M. Elangovan, V. Sugumaran, K. I. Ramachandran, S. Ravikumar
Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool. Expert Syst. Appl. 38 (12) (2011)
S. Ravikumar, K. I. Ramachandran, V. Sugumaran
Machine learning approach for automated visual inspection of machine components. Expert Syst. Appl. 38 (4) (2011)
V. Sugumaran, K. I. Ramachandran
Fault diagnosis of roller bearing using fuzzy classifier and histogram features with focus on automatic rule learning. Expert Syst. Appl. 38 (5) (2011)
V. Sugumaran, K. I. Ramachandran
Effect of number of features on classification of roller bearing faults using SVM and PSVM. Expert Syst. Appl. 38 (4) (2011)
V. Indira, R. Vasanthakumari, N. R. Sakthivel, V. Sugumaran
Determination of sample size using power analysis and optimum bin size of histogram features. Int. J. Data Anal. Tech. Strateg. 3 (1) (2011)
M. Elangovan, K. I. Ramachandran, V. Sugumaran
Studies on Bayes classifier for condition monitoring of single point carbide tipped tool based on statistical and histogram features. Expert Syst. Appl. 37 (3) (2010)
N. R. Sakthivel, V. Sugumaran, S. Babu Devasenapati
Vibration based fault diagnosis of monoblock centrifugal pump using decision tree. Expert Syst. Appl. 37 (6) (2010)
V. Indira, R. Vasanthakumari, V. Sugumaran
Minimum sample size determination of vibration signals in machine learning approach to fault diagnosis using power analysis. Expert Syst. Appl. 37 (12) (2010)
S. Babu Devasenapati, V. Sugumaran, K. I. Ramachandran
Misfire identification in a four-stroke four-cylinder petrol engine using decision tree. Expert Syst. Appl. 37 (3) (2010)
N. R. Sakthivel, V. Sugumaran, Binoy B. Nair
Application of Support Vector Machine (SVM) and Proximal Support Vector Machine (PSVM) for fault classification of monoblock centrifugal pump. Int. J. Data Anal. Tech. Strateg. 2 (1) (2010)
S. Radhika, G. R. Sabareesh, G. Jagadanand, V. Sugumaran
Precise wavelet for current signature in 3phi IM. Expert Syst. Appl. 37 (1) (2010)
V. Sugumaran, R. Ajith Kumar, B. H. Lakshmana Gowda, Chang Hyun Sohn
Safety analysis on a vibrating prismatic body: A data-mining approach. Expert Syst. Appl. 36 (3) (2009)
V. Sugumaran, G. R. Sabareesh, K. I. Ramachandran
Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine. Expert Syst. Appl. 34 (4) (2008)