AUTOMATED CLASSIFICATION OF POWER QUALITY DISTURBANCES USING SIGNAL PROCESSING TECHNIQUES AND NEURAL NETWORKS

AUTOMATED CLASSIFICATION OF POWER QUALITY DISTURBANCES USING SIGNAL PROCESSING TECHNIQUES AND NEURAL NETWORKS

This thesis focuses on simulating, detecting, localizing and classifying the power quality disturbances using advanced signal processing techniques and neural networks. Primarily discrete wavelet and Fourier transforms are used for feature extraction, and classification is achieved by using neural n...

Full description

Bibliographic Details
Main Author:	Settipalli, Praveen
Format:	Others
Published:	UKnowledge 2007
Subjects:	Power Quality Classification\|Frequency and Wavelet Domain\|Multi-Resolution Analysis\|Feed Forward Neural Networks\|Adaptive-Resonance Theory Neural Networks
Online Access:	http://uknowledge.uky.edu/gradschool_theses/430 http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1433&context=gradschool_theses

Similar Items

SEPARATION AND CLASSIFICATION OF FETAL ECG SIGNAL BY ENHANCED BLIND SOURCE SEPARATION TECHNIQUE AND NEURAL NETWORK
by: Felix Joseph Xavier
Published: (2019-12-01)

IMPLEMENTATION OF ARTIFICIAL NEURAL NETWORK FOR FACE RECOGNITION USING GABOR FEATURE EXTRACTION
by: Muthukannan K, et al.
Published: (2013-11-01)

Multi-label classification with optimal thresholding for multi-composition spectroscopic analysis
by: Gan, Luyun
Published: (2019)

Regularised feed forward neural networks for streamed data classification problems
by: Ellis, Mathys
Published: (2020)

A Hybrid Simulated Annealing and Back-propagation Algorithm for Feed-forward Neural Network to Detect Credit Card Fraud
by: Ardalan Husin Awlla
Published: (2017-08-01)

Determination of positioning accuracies by using fingerprint localisation and artificial neural networks
by: Koyuncu Hakan
Published: (2019-01-01)

Classification of Arrhythmias Using Linear Predictive Coefficients and Probabilistic Neural Network
by: Hossein EBRAHIMNEZHAD, et al.
Published: (2013-09-01)

Analyzing the EEG Signals in Order to Estimate the Depth of Anesthesia using Wavelet and Fuzzy Neural Networks
by: Mansour Esmaeilpour, et al.
Published: (2016-12-01)

Fruit Classification by Wavelet-Entropy and Feedforward Neural Network Trained by Fitness-Scaled Chaotic ABC and Biogeography-Based Optimization
by: Shuihua Wang, et al.
Published: (2015-08-01)

An Efficient Technique for Classification of Electrocardiogram Signals
by: EBRAHIMZADEH, A., et al.
Published: (2009-10-01)

DWTAND ARTIFICIAL NEURAL NETWORK FORDETECTION AND CLASSIFICATION OF SHORT DURATIONVOLTAGE DISTURBANCES IN DISTRIBUTION SYSTEM
by: M. Ganesh Kumari, et al.
Published: (2017-07-01)

Modeling of an industrial process of pleuromutilin fermentation using feed-forward neural networks
by: L. Khaouane, et al.
Published: (2013-03-01)

POWER SIGNAL DISTURBANCE CLASSIFICATION USING WAVELET BASED NEURAL NETWORK
by: S. Suja, et al.
Published: (2017-11-01)

Chestnut (Castanea sativa Mill.) cultivar classification: an artificial neural network approach
by: Yeşim Benal ÖZTEKİN, et al.
Published: (2020-03-01)

Domain Adversarial Neural Networks for Large-Scale Land Cover Classification
by: Mesay Belete Bejiga, et al.
Published: (2019-05-01)

Perbandingan Antara Domain Waktu dan Frekuensi untuk Pengenalan Sinyal EMG
by: Daniel Pamungkas, et al.
Published: (2021-03-01)

Study of scale-free structures in feed-forward neural networks against backdoor attacks
by: Sara Kaviani, et al.
Published: (2021-06-01)

RESEARCH ON THE CLASSIFICATION FOR FAULTS OF ROLLING BEARING BASED ON MULTI-WEIGHTS NEURAL NETWORK
by: Yujian Qiang, et al.
Published: (2014-09-01)

Local Epigenomic Data are more Informative than Local Genome Sequence Data in Predicting Enhancer-Promoter Interactions Using Neural Networks
by: Mengli Xiao, et al.
Published: (2019-12-01)

Prior Recognition of Flash Floods: Concrete Optimal Neural Network Configuration Analysis for Multi-Resolution Sensing
by: Talha Ahmed Khan, et al.
Published: (2020-01-01)

Seismic signals detection and classification using artiricial neural networks
by: G. Romeo
Published: (1994-06-01)

End-to-End Learning-Based Framework for Amplify-and-Forward Relay Networks
by: Ankit Gupta, et al.
Published: (2021-01-01)

Pendeteksian Harmonisa Arus Berbasis Feed Forward Neural Network Secara Real Time
by: Endro Wahjono, et al.
Published: (2020-05-01)

A NEURAL NETWORK SYSTEM FOR ESTIMATION OF THE GEOMAGNETIC FIELD DISTURBANCE
by: Mandrikova O.V., et al.
Published: (2016-11-01)

POWER SYSTEM FAULT DETECTION AND CLASSIFICATION BY WAVELET TRANSFORMS AND ADAPTIVE RESONANCE THEORY NEURAL NETWORKS
by: Kasinathan, Karthikeyan
Published: (2007)

Prediction of Stock Index Using Wavelet Neural Networks in Tehran Stock Exchange
by: Saeed Fallahpour, et al.
Published: (2014-12-01)

Adversarial Deep Domain Adaptation for Multi-Band SAR Images Classification
by: Wei Zhang, et al.
Published: (2019-01-01)

Prediction of dissolved oxygen in Surma River by biochemical oxygen demand and chemical oxygen demand using the artificial neural networks (ANNs)
by: A.A. Masrur Ahmed
Published: (2017-04-01)

Detection and classification of power quality disturbances using parallel neural networks based on discrete wavelet transform
by: Maryam Rahmati Garousi, et al.
Published: (2016-03-01)

Frequency-Domain Fusing Convolutional Neural Network: A Unified Architecture Improving Effect of Domain Adaptation for Fault Diagnosis
by: Xudong Li, et al.
Published: (2021-01-01)

Minimization Algorithm for Training Feed Forward Neural Network
by: Khalil K. Abbo, et al.
Published: (2013-03-01)

Deep Neural Networks for Human Activity Recognition With Wearable Sensors: Leave-One-Subject-Out Cross-Validation for Model Selection
by: Davoud Gholamiangonabadi, et al.
Published: (2020-01-01)

Wavelet Neural Network Model for Yield Spread Forecasting
by: Firdous Ahmad Shah, et al.
Published: (2017-11-01)

The 5th Umpire: Automating Cricket's Edge Detection System
by: R. Rock, et al.
Published: (2013-02-01)

Target Classification in Synthetic Aperture Radar Images Using Quantized Wavelet Scattering Networks
by: Raghu G. Raj, et al.
Published: (2021-07-01)

Neural Tensor Network for Multi- Label Classification
by: Wenxing Hong, et al.
Published: (2019-01-01)

Banknote Classification Based on Convolutional Neural Network in Quaternion Wavelet Domain
by: Xiang Huang, et al.
Published: (2020-01-01)

Hour-Ahead Photovoltaic Power Forecasting Using an Analog Plus Neural Network Ensemble Method
by: Jingyue Wang, et al.
Published: (2020-06-01)

Model Reference Adaptive Control based on a Self-Recurrent Wavelet Neural Network Utilizing Micro Artificial Immune Systems
by: Omar Farouq Lutfy, et al.
Published: (2017-12-01)

A Convolution-LSTM-Based Deep Neural Network for Cross-Domain MOOC Forum Post Classification
by: Xiaocong Wei, et al.
Published: (2017-07-01)