Essays about: "neural network matlab"

Showing result 6 - 10 of 40 essays containing the words neural network matlab.

  1. 6. Data-driven cyberattack detection for microgrids

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jiaying Mao; [2022]
    Keywords : Cyberattack detection; Deep learning network; Microgrid; Smart inverter; Cyber-physical system; Distributed system; Detektering av cyberattacker; Djupinlärning nätverk; Microgrid; Smart växelriktare; Cyberfysiska system; Distribuerade system;

    Abstract : Microgrids are undergoing higher penetrations of renewables and associated power electronics, along with precise and sophisticated control and communication networks. However, such cyber-physical systems might suffer from potential cybersecurity threats and inherent low inertia. READ MORE

  3. 7. Predicting Carbon Dioxide Levels and Occupancy with Machine Learning and Environmental Data

    University essay from Uppsala universitet/Institutionen för elektroteknik

    Author : Giorgi Datunaishvili; Christian Khederchah; Henrik Li; Salazar Kevin; [2022]
    Keywords : Machine Learning; AI; matlab; prediction; environment; data; data science; neural network; sensor; electrical.;

    Abstract : Buildings consume the majority of the world’s energy usage through heating, ventilation and cooling. These elements are not regulated in an efficient and effective manner. Lights and heating are often left in action in empty spaces leading to waste. READ MORE

  4. 8. CONTROL STRATEGY AND MODELING FOR ENGINE OIL SYSTEM

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Dalibor Colic; Jakob Norin; [2021]
    Keywords : ;

    Abstract : The power of an engine is not only used to drive the mechanical equipment connected to the engine, but also parts of the engine itself. One of these parts is the oil pump. The minimum needed oil pressure, produced by the pump, varies during the operational run of the engine. READ MORE

  5. 9. Deep Learning for Positioning with MUSIC

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Glädje Karl Olsson; [2021]
    Keywords : Positioning; Deep Learning; MUSIC; MUSIC-algorithm;

    Abstract : Estimating an object’s position can be of great interest in several applications,and there exists many different methods to do so. One approach is with Directionof Arrival (DOA) measurements from receivers to use the triangulation techniqueto estimate one or more transmitter’s position. READ MORE

  6. 10. Controlling a Hydraulic System using Reinforcement Learning : Implementation and validation of a DQN-agent on a hydraulic Multi-Chamber cylinder system

    University essay from Linköpings universitet/Fluida och mekatroniska system

    Author : David Berglund; Niklas Larsson; [2021]
    Keywords : Gear selection; reinforcement learning; machine learning; DQN; neural network; multi chamber cylinder; Digital hydraulics; hydraulics; Matlab; Simulink; Hopsan; hydraulic system validation;

    Abstract : One of the largest energy losses in an excavator is the compensation loss. In a hydraulic load sensing system where one pump supplies multiple actuators, these compensation losses are inevitable. READ MORE