Development of a detection and classification method for induction motor faults using Motor Current Signature Analysis and Feedforward Neural Network / Felicity Bulan Leo Uchat

QR Code

Development of a detection and classification method for induction motor faults using Motor Current Signature Analysis and Feedforward Neural Network / Felicity Bulan Leo Uchat

In this thesis, a predictive maintenance method for the development of adetection and classification method for comprehensive fault conditions in induction motors (IM) is proposed. Induction motors are taken into account because they are commonly utilized in industrial and commercial plants worldwid...

Full description

Bibliographic Details
Main Author:	Leo Uchat, Felicity Bulan
Format:	Thesis
Language:	English
Published:	2016
Subjects:	Neural networks (Computer science) Electric power distribution. Electric power transmission Wide area networks
Online Access:	https://ir.uitm.edu.my/id/eprint/14493/

Similar Items

A profile of the engineering students' conceptual understanding on electricity / Nazlinda Abdullah
by: Abdullah, Nazlinda
Published: (2014)

Energy production using solar-powered electrolyzer and hydrogen fuel cell / Teoh Wei Hern... [et al.]
by: Teoh, Wei Hern, et al.
Published: (2019)

Unified neural network controller of series active power filter for power quality problems mitigation
by: Ghazanfarpour, Behzad
Published: (2013)

Recurrent neural network approach for stability analysis and special protection scheme of power systems with distributed generation
by: Veerapandiyan, Veerasamy
Published: (2021)

Three-phase AC-DC current injection hybrid resonant converter (CIHRC) with wireless power transfer function / Rahimi Baharom
by: Baharom, Rahimi
Published: (2018)

Heart sound diagnosis using nonlinear ARX model / Noraishah Shamsuddin
by: Shamsuddin, Noraishah
Published: (2011)

Electricity consumption in UiTM'S hostels, Shah Alam / Haslina Mahmood
by: Mahmood, Haslina
Published: (2004)

Design and modeling of power transistor-assisted sen transformers for transmission grid power flow control
by: Hassan, Salah Eldeen Gasim Mohamed
Published: (2017)

Quaternion model of enhanced rotating polarization wave for robust higher order modulation Low Power Wide Area Network wireless communication
by: Ahmad, Zaid
Published: (2022)

Low spikes and low harmonic distortion multilevel inverter for induction motor implementation
by: Aboadla, Ezzidin Hassan Elmabrouk, et al.
Published: (2017)

Electric motor
by: Musse, Mohamud Ahmed, et al.
Published: (2011)

Protection of major transmission lines using travelling-waves
by: Thomas, David William Phillip
Published: (1990)

Designing a cocoa dryer using air type solar system for rural farmers usage / Syed Muzzafar Shah Syed Mokhtar
by: Syed Mokhtar, Syed Muzzafar Shah
Published: (1989)

Mechanical properties of treated arenga pinnata fibre reinforced nanomodified epoxy composite / Muhamad Faris Syafiq Khalid
by: Syafiq Khalid, Muhamad Faris
Published: (2017)

Characterization of transients due to capacitor banks in low voltage systems
by: Hamad, Salih Gwami Mohammed
Published: (2017)

Fuzzy based energy management algorithm for hybrid train systems / Ahmad Mirabadi and Najafi M.
by: Mirabadi, Ahmad, et al.
Published: (2010)

Optimal placement and sizing of distributed generation in radial distribution networks using particle swarm optimization and forward backward sweep method
by: Lawal, Sani Mohammed
Published: (2012)

The composition of usability evaluation in assessing quality of the display case lighting / Siti Norsazlina Haron ... [et al.]
by: Siti Norsazlina, Haron, et al.
Published: (2015)

Monitoring of Single Wire Earth Return Systems using Power Line Communication
by: Gay, D., et al.
Published: (2009)

Losses of electric motors
by: Ahmed, Musse Mohamud, et al.
Published: (2011)

Electric motor efficiency
by: Musse, Mohamud Ahmed, et al.
Published: (2011)

Determining penetration limit of central distributed generation topology in radial distribution networks
by: Suliman, Mohamed Saad Abdelgadir
Published: (2021)

Digital Protection Of Power Transformer Using Microcontroller-Based Relay
by: Rafa, Adel Hamad
Published: (2002)

Fan motor efficiency requirement
by: Ahmed, Musse Mohamud, et al.
Published: (2011)

Application of fan motor enegy efficiency
by: Musse, Mohamud Ahmed, et al.
Published: (2011)

Enhanced decoupled current control with compensation algorithm for modular multilevel converter based static synchronous compensator
by: Lawan, Abdurrahman Umar
Published: (2019)

Signatures of associative memory behavior in open quantum systems
by: Fiorelli, Eliana
Published: (2020)

Energy efficiency implementation of permanent magnet synchronous motor
by: Musse, Mohamud Ahmed, et al.
Published: (2011)

Supervisory control and data acquisition system (SCADA) based customized remote terminal unit (RTU) for distribution automation system
by: Musse, Mohamud Ahmed, et al.
Published: (2008)

An enhanced zero crossing based HVAC phase synchronous inverter for electrostatic generator in microgrid systems
by: Rahman, Tawfikur, et al.
Published: (2017)

Resonant configuration topology exploration for inductive link power transfer
by: Hafiz, Sabihul, et al.
Published: (2018)

Integrating distributed generator for restoration optimization
by: Abu Hanifah, Mohd Shahrin, et al.
Published: (2013)

On quality energy management in a third world country: the case study of war torn Libya
by: Khalil, Ashraf, et al.
Published: (2018)

Technical and economic feasibility of solar powered air conditioners in Brunei Darussalam
by: Alhakmi, E, et al.
Published: (2019)

New supervisory control and data acquisition (SCADA) based fault isolation system for low voltage distribution systems
by: Ahmed, Musse
Published: (2010)

Development of novel distribution automation system (DAS) on customer side distribution system
by: Ahmed, Musse Mohamud, et al.
Published: (2012)

A qualitative approach to mobile robot navigation using RFID
by: Hossain, Mahbuba, et al.
Published: (2013)

Development of customized distribution automation system (DAS) for secure fault isolation in low voltage distribution system
by: Ahmed, Musse Mohmaud Ahmed, et al.
Published: (2010)

Customized fault management system for low voltage (LV) distribution automation system.
by: Ahmed, Musse Mohamud, et al.
Published: (2010)

Customized fault management system for low distribution automation system
by: Ahmed, Musse Mohamud, et al.
Published: (2008)