Essays about: "Thesis using MAtlab nEURAL NETWORK"

Showing result 6 - 10 of 14 essays containing the words Thesis using MAtlab nEURAL NETWORK.

  1. 6. Machine learning for condition monitoring in hydropower plants using a neural network

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Tina Stark; [2019]
    Keywords : Machine learning; hydropower; condition monitoring; neural network; Kaplan; turbine; feedforwardnet;

    Abstract : The hydro power industry stands for new challenges due to a more fluctuating production fromwind and solar power. This requires more regulation of the production in the hydro powerstations, which increases maintenance demands. An oil leakage has not only consequencessuch as downtimes and maintenance costs, but also an environmental impact. READ MORE

  2. 7. Classification of Heart Sounds with Deep Learning

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Gustav Andersson; [2018]
    Keywords : ;

    Abstract : Health care is becoming more and more digitalized and examinations of patients from a distance are closer to reality than fiction. One of these examinations would be to automatically classify a patient-recorded audiosegment of its heartbeats as healthy or pathological. READ MORE

  3. 8. 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

  4. 9. Detection and Localisation of Gunshots Using Sound Data

    University essay from Lunds universitet/Matematik LTH

    Author : Martin Chan; Sofie Karlsson; [2018]
    Keywords : Mathematics and Statistics;

    Abstract : The goal of this master's thesis is to detect and position sharp sounds using Axis speakers with built-in microphones. Sharp sounds of special interest are gunshots. The system needs at least five speakers to function and is designed for usage in indoor environments. READ MORE

  5. 10. Fast Real-Time MPC for Fighter Aircraft

    University essay from Linköpings universitet/Reglerteknik

    Author : Amanda Andersson; Elin Näsholm; [2018]
    Keywords : MPC; fast MPC; explicit MPC; fighter; aircraft; neural network; model predictive control; interior-point method;

    Abstract : The main topic of this thesis is model predictive control (MPC) of an unstable fighter aircraft. When flying it is important to be able to reach, but not exceed the aircraft limitations and to consider the physical boundaries on the control signals. READ MORE