@incollection{, A6688B42CBD93E05B8A791619A2CA46A , author={{Christian KwakuAmuzuvi} and {HarryWarden} and {University of Mines and Technology}}, journal={{Global Journal of Researches in Engineering}}, journal={{GJRE}}2249-45960975-586110.34257/gjre, address={Cambridge, United States}, publisher={Global Journals Organisation}202728 } @incollection{b0, , title={{SVM Practical Industrial Application for Mechanical Faults Diagnostic}} , author={{ LM RBaccarini } and { VV RSilva } and { BRMenezes } and { WMCaminhas }} , journal={{Expert Systems with Applications}} 38 1 , year={2011} } @incollection{b1, , title={{Fault Diagnostic and Monitoring Methods of Induction Motor: A Review}} , author={{ PABhowmik } and { SPradhan } and { MPrakash }} , journal={{International Journal of Applied Control, Electrical and Electronics Engineering}} 1 1 pp , year={2013} } @book{b2, , title={{Gold Prices -Historical Annual Data}} , author={{ Anon }} , year={2019. July 2, 2019} } @book{b3, , title={{Induction Motors}} , author={{ Anon }} 07-12/12-07-12-10-43- 28-1527-Thenmozhi.pdf. Accessed , year={2018a. May 9. 2018} } @book{b4, , title={{Induction Motor Fault Diagnosis}} , author={{ SKarmakar } and { SChattopadhyay } and { MMitra } and { SSengupta }} , year={2016} , publisher={Springer Science and Business Media} 23 pp , address={Singapore} } @book{b5, , title={{Chapter 3: Causes and Effects of Electrical Faults}} , author={{ Anon }} , year={2018b. May 9. 2018} } @incollection{b6, , title={{Fault Injection for Failure Prediction Methods Validation}} , author={{ MVieira } and { HMadeira } and { IIrrera }} , booktitle={{40 th International Conference on Dependable Systems and Networks}} Chicago, USA , year={2009} 6 pp } @book{b7, , title={{Artificial Neural Networks}} , author={{ GKJha }} , year={2013} 10 pp , address={Indian Agricultural Research Institute; New Delhi, India} } @book{b8, , title={{Artificial Neural Network (ANN)}} , author={{ Anon }} , year={2018c. May 9. 2018} } @incollection{b9, , title={{Novel FPGA-based Methodology for Early Broken Rotor Bar Detection and Classification Through Homogeneity Estimation}} , author={{ RALizarraga-Morales } and { CRodriguez-Donate } and { ECabal-Yepez } and { LMLopez-Ramirez } and { ERFerrucho-Alvarez }} , journal={{IEEE Transactions on Instrumentation and Measurement}} 66 7 pp , year={2017} } @incollection{b10, , title={{Predictive Abilities of Bayesian Regularization and Levenberg-Marquardt Algorithms in Artificial Neural Networks: A Comparative Empirical Study on Social Data}} , author={{ MKayri }} , journal={{Mathematical and Computational Applications}} 21 2 pp , year={2016} } @incollection{b11, , title={{Premature Wear and Recurring Bearing Failures in an Inverter-Driven Induction Motor -Part II: The Proposed Solution}} , author={{ RSAraujo } and { RARodrigues } and { HPaula } and { BJ CFilho } and { LM RBaccarini } and { AVRocha }} , journal={{IEEE Transactions on Industry Applications}} 51 1 , year={2015} } @incollection{b12, , title={{Model-based Failure Prediction for Electric Machines using Particle Filter}} , author={{ MYu } and { DWang } and { AUkil } and { VVaiyapuri } and { NSivakumar } and { CJayampathi } and { AKGupta } and { VNguyen }} , booktitle={{13th International Conference on Control, Automation, Robotics and Vision}} Marina Bay Sands; Singapore , year={2014} } @incollection{b13, , title={{Model Based Diagnostics and Prognostics of Three-Phase Induction Motor for Vapor Compressor Applications}} , author={{ RSKraleti } and { MZawodniok } and { SJagannathan }} , booktitle={{Proceedings of IEEE Conference on Prognostics and Health Management}} IEEE Conference on Prognostics and Health Management , year={2012} } @incollection{b14, , title={{Cascade Neural-Network-Based Fault Classifier Three-Phase Induction Motor}} , author={{ VNGhate } and { VSanjay } and { SVDudul }} , journal={{IEEE Transactions on Industrial Electronics}} 58 5 , year={2011} } @incollection{b15, , title={{Estimation of Surface Solar Radiation with Artificial Neural Networks}} , author={{ FTymvios } and { SMichaelides } and { CSkouteli }} , journal={{Viorel Badescu}} , year={2008} , note={Modelling Solar Radiation at the Earth Surface} } @incollection{b16, , title={{Induction Motor Inter-Turn Fault Detection Using Heuristic Noninvasive Approach by Artificial Neural Network with Levenberg Marquardt Algorithm}} , author={{ SMorsalin } and { KMahmud } and { HMohiuddin } and { RHalim } and { PSaha }} , booktitle={{IEEE International Conference on Informatics, Electronics & Vision}} Dhaka, Bangladesh , year={2014} 6 pp }