Essays about: "Artificial Neural Network ANN"

Showing result 11 - 15 of 72 essays containing the words Artificial Neural Network ANN.

  1. 11. The Impact Of Wind Energy Development On Swedish Elspot Day-Ahead Prices

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Ata Kasimoglu; [2018]
    Keywords : renewable energy; price prediction; artificial neural network; energy market; Nord Pool;

    Abstract : The rapid development of wind energy in Sweden created a volatile environment for the electricity market. Variance in the daily prices and the reductions of the average prices over the years due to the merit order effect of intermittent wind energy resulted in increased unpredictability in financial returns, which led to many wind projects being cancelled. READ MORE

  2. 12. Machine Learning for Solar Energy Prediction

    University essay from Högskolan i Gävle/Avdelningen för elektronik, matematik och naturvetenskap

    Author : Claudia Ferrer Martínez; [2018]
    Keywords : Machine Learning; Solar Energy; Forecasting; MATLAB; Supervised Learning; Regression Model;

    Abstract : This thesis consists of the study of different Machine Learning models used to predict solar power data in photovoltaic plants. The process of implement a model of Machine Learning will be reviewed step by step: to collect the data, to pre-process the data in order to make it able to use as input for the model, to divide the data into training data and testing data, to train the Machine Learning algorithm with the training data, to evaluate the algorithm with the testing data, and to make the necessary changes to achieve the best results. READ MORE

  3. 13. Artificial Neural Networks for Enhanced Exoskeleton Grip Movement

    University essay from Lunds universitet/Matematik LTH

    Author : Malcolm Horal; [2018]
    Keywords : AI; ML; ANN; RNN; Exoskeleton; Electromyography; Mathematics and Statistics;

    Abstract : The idea to artificially enhance our physical abilities has always fascinated humankind and over the cause of history it has resulted in countless important innovations such as wheelchairs and carbon-fiber-reinforced polymer leg prosthetics. By combining electronics and Artificial Intelligence the step towards artificially enhanced limbs has been greatly reduced. READ MORE

  4. 14. Model-Free Damage Detection for a Small-Scale Steel Bridge

    University essay from KTH/Bro- och stålbyggnad

    Author : Aaron Ruffels; [2018]
    Keywords : damage detection; structural health monitoring; machine learning; artificial neural network; model bridge;

    Abstract : Around the world bridges are ageing. In Europe approximately two thirds of all railway bridges are over 50 years old. As these structures age, it becomes increasingly important that they are properly maintained. If damage remains undetected this can lead to premature replacement which can have major financial and environmental costs. READ MORE

  5. 15. Building a decision support system to predict the number of visitors to an amusement park : Using an Artificial Neural Network and Statistical Analysis

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Benjamin Johansson; Elias Almqvist; [2018]
    Keywords : Artificial Neural Network; ANN; Multiple Linear Regression; MLR; Decision Support System; CRISP-DM; Visitor Prediction; Amusement Park;

    Abstract : In this thesis, we develop a decision support system for the amusement park Skara Sommarland. The aim is to predict how many visitors will come to the park in order to help the management allocate the correct amount of personnel on any given day. READ MORE