A robust transmission line fault classification scheme using class-dependent feature and 2-Tier multilayer perceptron network

QR Code

A robust transmission line fault classification scheme using class-dependent feature and 2-Tier multilayer perceptron network

Faults frequently occur in transmission lines and become a major issue in power system engineering. It is an unavoidable incident and leads to many problems such as failure of equipment, instability in power flow and economical losses. Protection relay is a device installed in transmission lines to...

Full description

Bibliographic Details
Published in:	Electrical Engineering
Main Author:	Mahmud M.N.; Ibrahim M.N.; Osman M.K.; Hussain Z.
Format:	Article
Language:	English
Published:	Springer Verlag 2018
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017606956&doi=10.1007%2fs00202-017-0531-5&partnerID=40&md5=77689fc07e77d9d366cdb55d23190de9

Similar Items

Convolutional Neural Network for Transmission Line Fault Diagnosis Based on Signal Segmentation Approach
by: Omar A.M.S.; Samat A.A.A.; Faisal F.; Osman M.K.; Ibrahim M.N.; Hussain Z.
Published: (2023)

Classification of Parkinson's disease based on Multilayer Perceptrons Neural Network
by: Bakar Z.A.; Tahir N.M.; Yassin I.M.
Published: (2010)

Pattern classification in recognizing Qalqalah Kubra pronuncation using multilayer perceptrons
by: Hassan H.A.; Nasrudin N.H.; Khalid M.N.M.; Zabidi A.; Yassin A.I.
Published: (2012)

Classification of infant cries with asphyxia using multilayer perceptron neural network
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of infant cries with hypothyroidism using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2009)

DATA INVESTIGATION OF PK-LQP AIRPLANE VERTICAL DEVIATION USING CLASS 1 AND TIER 1 DATASETS
by: Passarella R.; Nurmaini S.; Rachmatullah M.N.; Veny H.; Ubaya H.; Firdaus F.
Published: (2024)

Hybrid signal processing and machine learning algorithm for adaptive fault classification of wind farm integrated transmission line protection
by: Emmanue O.; Othman M.L.; Hizam H.; Othman M.M.; Aker E.; Okeke Chidiebere A.; Samuel T.N.
Published: (2019)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Amin Megat Ali M.S.; Zabidi A.; Md Tahir N.; Mohd Yassin I.; Eskandari F.; Saadon A.; Taib M.N.; Ridzuan A.R.
Published: (2024)

Improving the Quality of Agarwood Oil by Using the Intelligent of Multilayer Perceptron (MLP) Network Training Algorithms
by: Mahabob N.Z.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

Non-destructive classification of watermelon ripeness using Mel-frequency cepstrum coefficients and multilayer perceptrons
by: M. Shah Baki S.R.; Mohd Z. M.A.; Yassin I.M.; Hasliza A.H.; Zabidi A.
Published: (2010)

The effect of F-ratio in the classification of asphyxiated infant cries using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

DATA INVESTIGATION OF PK-LQP AIRPLANE VERTICAL DEVIATION USING CLASS 1 AND TIER 1 DATASETS
by: Passarella, et al.
Published: (2024)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Ali, et al.
Published: (2024)

Frontal view gait recognition using locally linear embedded and multilayer perceptron based on Kinect
by: Sahak R.; Tahir N.M.; Yassin A.I.; Zaman F.H.K.; Zabidi A.
Published: (2017)

Students’ learning habit factors during COVID-19 pandemic using multilayer perceptron (MLP)
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Kamaruddin S.A.
Published: (2021)

Intelligent medical disease diagnosis using improved hybrid genetic algorithm - Multilayer perceptron network
by: Ahmad F.; Mat Isa N.A.; Hussain Z.; Osman M.K.
Published: (2013)

Optimization of learning algorithms in multilayer perceptron (MLP) for sheet resistance of reduced graphene oxide thin-film
by: Aminuddin N.A.B.; Ismail N.; Masrie M.; Badaruddin S.A.M.
Published: (2021)

Feasibility of Multilayer Perceptron (MLP) Network to Correlate Air Quality Index (AQI) and COVID-19 Daily Cases
by: Abd Maruzuki M.I.F.; Tengku Zahidi T.S.A.; Khairudin K.; Osman M.S.; Jasmy N.F.; Abdul Hadi B.; Akbar M.S.; Saufie A.Z.U.; Fathullah M.; Nor Syamsudin D.S.; Mohd Nazeri N.B.
Published: (2023)

Detection of asphyxia from infant cry using support vector machine and multilayer perceptron integrated with Orthogonal Least Square
by: Sahak R.; Mansor W.; Khuan L.Y.; Zabidi A.; Yassin A.I.M.
Published: (2012)

Energy source saving approach using multi-tier network design technique
by: Din W.I.S.W.; Yahya S.; Razali R.; Taib M.N.; Yassin A.I.M.
Published: (2016)

Investigation of MFCC feature representation for classification of spoken letters using Multi-Layer Perceptrons (MLP)
by: Daud M.S.; Yassin I.M.; Zabidi A.; Johari M.A.; Salleh M.K.M.
Published: (2011)

A two-tier hybrid parameterization framework for effective data classification
by: Mohamad M.; Selamat A.
Published: (2018)

Transmission Line Measurement for Characterization of New Textile Sample
by: Abd Rahman N.H.; Yamada Y.; Zulkipli M.S.; Shakir Amin Nordin M.
Published: (2019)

Performance evaluation of radial basis function (RBF) and multilayer perceptron (MLP) in identifying the contributory factors of learning habits during COVID-19
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Hamzah H.H.M.; Kamaruddin S.A.
Published: (2024)

Cyclic multi-tiers knowledge management model in RAINS
by: Musa N.; Salleh S.S.; Abidin S.Z.Z.
Published: (2008)

Comparative Analysis for Loss Control in Power Transmission System via Composite Compensation Scheme
by: Ismail S.A.; Musirin I.; Mansor M.H.; Hamid Z.A.; Senthil Kumar A.V.; Abdullah A.; Jelani S.
Published: (2024)

Sound Vibration Signal Enhancement for Bearing Fault Detection by Using Adaptive Filter: Adaptive Noise Canceling and Adaptive Line Enhancer
by: Sheikh Abdul Nasir S.M.F.; Abd Wahid K.A.; Farhan Saniman M.N.; Wan Muhammad W.M.; Abdul Rahim I.
Published: (2022)

Three-dimensional particle swam optimisation of Mel Frequency Cepstrum Coefficient computation and multilayer perceptron neural network for classifying asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Textile Characterisation for Wearable Antenna Application using Transmission Line Measurement
by: Pazil Md.A.F.; Rahman N.H.A.; Ramli N.; Awang R.A.
Published: (2023)

Parametric study of the loss characteristics of PZT-based MMIC transmission lines
by: Nadzar H.; Sulaiman S.; Ahmad R.; Salleh M.K.M.; Awang Z.
Published: (2011)

Textile Characterization for Wearable Antenna Application Using Transmission Line Method
by: Pazil A.F.M.; Rahman N.H.A.; Ramli N.; Awang R.A.; Aziz N.H.A.
Published: (2023)

Comparative Analysis of MFCC and Mel-Spectrogram Features in Pump Fault Detection Using Autoencoder
by: Bin Saharom A.S.; Ehara F.
Published: (2024)

Multi-criteria selection for TNB transmission line route using AHP and GIS
by: Husain F.; Sulaiman N.A.; Hashim K.A.; Samad A.M.
Published: (2012)

Exploring the academic adjustment of Pakistani students in second-tier Chinese cities
by: Ning H.; Aziz N.B.A.; Mohamed A.M.D.
Published: (2023)

Microwave characterization of graphene nano-ribbon transmission lines using an improved calibration technique
by: Kara M.H.; Emhemed A.A.; Rahim N.A.A.; Mahmood M.R.; Awang Z.
Published: (2015)

Intra-class variation representation for on-line signature verification using wavelet and fractal analysis
by: Liew L.H.; Lee B.Y.; Wang Y.C.
Published: (2017)

A new class of nonlinear conjugate gradient coefficients with exact and inexact line searches
by: Rivaie M.; Mamat M.; Abashar A.
Published: (2015)

Single tier tax system, dividend payouts and family firms: Evidence from Malaysia
by: Ismail I.S.; Palil M.R.; Ramli R.; Rahman M.R.C.A.; Osman L.H.
Published: (2018)

Classification of Faults on the Shipboard Distribution Power System
by: Yusoh M.A.T.M.; Abidin A.F.; Mohd Basri N.B.M.B.; Mohamad N.Z.; Ali N.H.N.; Aun C.C.
Published: (2023)

A Class of Weighted Point Schemes for the Grünwald Implicit Finite Difference Solution of Time-Fractional Parabolic Equations Using KSOR method
by: Muhiddin F.A.; Sulaiman J.; Sunarto A.
Published: (2019)

Cannot write session to /tmp/vufind_sessions/sess_21ceip16ghh3k9ib427od0brtv