NEURAL NETWORK BASED TRANSFORMER DIFFERENTIAL PROTECTION Abstract: The role of a differential relay for power transformer is to trip during fault condition and blocks the tripping during inrush‚ overexcitation‚ CT saturation conditions of the power transformer. Conventional harmonic restrained relay may mal operate due to the presence of the second and fifth harmonic during internal faults because of non-linear loads and capacitance in the transmission lines. This project presents a technique for
Premium Transformer
Neural Network Predictions of Stock Price Fluctuations By Wojciech Gryc (wojciech@gmail.com) Table of Contents Abstract...................................................................................................................................................... 3 Introduction................................................................................................................................................3 Part 1: The Stock Market Stock Market Psychology..............
Premium Stock market Technical analysis Fundamental analysis
Abstract- The paper is aimed to design and develop Graphical User Interface (GUI) named GyroDataAnalyser to enhance the statistical and stochastic analysis of the tri-axial gyroscopes. This GUI identifies the dominant stochastic noises associated with the gyroscope data using Allan Variance technique. The unique feature of this GUI is to provide the estimates of the stochastic noise coefficients without much human intervention. GUI is designed using MATLAB GUIDE environment to provide simple interface
Premium Machine learning Control theory Neural network
Douglas Weier SDL Assignment Area needing improvement: Brachial Plexus and Neural Innervation Learning Objective: Know the risks factors for Brachial Plexus injuries. Be able to recognize Erb’s Palsy. Mentor: Dr Gest Stem: A 37 y/o G2P2 woman presents with her 3 day old girl. The mother is concerned that the child’s left arm still remains extended at her side. The mother was compliant with all prenatal care. The mother had the child at a natural birthing center with the help of an experienced
Premium Childbirth Pregnancy Obstetrics
Stock Market Prediction Using Artificial Neural Networks Tariq Waheed in supervision of Dr. Xiang Cheng Department of Electrical and Computer Engineering‚ National University of Singapore Engineering Drive 3 Singapore 117576‚ Email: tariq@nus.edu.sg Abstract— Stock market is a very dynamic field whose prediction still remains a very challenging task for scholars and veteran traders alike. The study presented in this paper is an attempt to predict the daily and weekly rates of returns of the stock
Premium Stock market Technical analysis Financial markets
What is neural Darwinism? Defined as the large scale theory of the brain function by Gerald Edelman‚ the Neural Darwinism was first mentioned in the book called the Mindful Brain in 1978. He was awarded the Nobel Prize in 1972 for his improved understanding and capability to show methods by which the population of lymphocytes are actually capable of binding to foreign antigens which is further increased by the differential clonal multiplication that occurs in the brain. This meant that the human
Premium Nervous system Brain Neuron
Analytica Chimica Acta 547 (2005) 188–196 Acomparative study of diesel analysis by FTIR‚ FTNIR and FT-Raman spectroscopy using PLS and artificial neural network analysis Vianney O. Santos Jr.‚ Flavia C.C. Oliveira‚ Daniella G. Lima‚ Andrea C. Petry‚ Edgardo Garcia‚ Paulo A.Z. Suarez‚ Joel C. Rubim ∗ Laborat´ rio de Materiais e Combust´veis (LMC)‚ Instituto de Qu´mica da Universidade de Brasilia‚ C.P. 04478‚ 70904-970 Bras´lia‚ DF‚ Brazil o ı ı ı Received 10 January 2005; received in revised
Premium Management Strategic management Marketing
people who have lost their sensory functions‚ neural prosthesis is able to read electrical and chemical signals from the nervous system to stimulate capability and to assist in restoring the quality of life in people suffering from injury and disease. Neural prosthetics helps people who are epileptic‚ people affected with treatment-resistant depression and chronic pain even people who are suffering with Alzheimer’s disease. Other people who benefit from neural prosthetics are wounded war veterans suffering
Premium Memory Psychology Brain
Chapter 12: Neural Tissue - An Introduction to the Nervous System Learning Outcomes 12-1 Describe the anatomical and functional divisions of the nervous system. 12-2 Sketch and label the structure of a typical neuron‚ describe the functions of each component‚ and classify neurons on the basis of their structure and function. 12-3 Describe the locations and functions of the various types of neuroglia. 12-4 Explain how the resting potential is created and maintained. 12-5 Describe the events
Premium Brain Nervous system Neuron
Predict ‘kicks’ or bad purchases using Carvana – Cleaned and Sampled.jmp file. Create a validation data set with 50% of the data. Use Decision Tree‚ Regression and Neural Network approached for building predictive models. Perform a comparative analysis of the three competing models on validation data set. Write down your final conclusions on which model performs the best‚ what is the best cut-off to use‚ and what is the ‘value-added’ from conducting predictive modeling? Upload the saved file with
Premium Regression analysis Prediction Statistics