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Showing result 1 - 5 of 19 essays matching the above criteria.

  1. 1. Predictive Maintenance of Induction Motors using Deep Learning : Anomaly Detection using an Autoencoder Neural Network and Fault Classification using a Convolutional Neural Network

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

    Author : Diego Andres Moreno Salinas; [2022]
    Keywords : Predictive maintenance; Fault Diagnosis; Anomaly Detection; Deep Learning; Machine Learning; Induction Motors; Prediktivt underhåll; feldiagnostik; upptäckt av avvikelser; djup inlärning; maskininlärning; induktionsmotorer;

    Abstract : With the fast evolution of the Industry 4.0, the increased use of sensors and the rapid development of the Internet of Things (IoT), and the adoption of artificial intelligence methods, smart factories can automate their processes to vastly improve their efficiency and production quality. READ MORE

  3. 2. How is AI research applied in the field of network fault management

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Fady Ayad; [2021]
    Keywords : Artificial intelligence; network fault management; fault management; detection; prediction; models; algorithms;

    Abstract : The internet growth rapidly increased by the years, and the traffic is increasing daily. The management of the network is becoming more and more complexed for humans to handle on their own, with that being said a new direction of using Artificial Intelligence (AI) technologies is being implemented in the direction of network fault management. READ MORE

  4. 3. Costly Remedial Actions Coordination

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

    Author : Quentin Willaime; [2019]
    Keywords : ;

    Abstract : The energy sector is evolving and the role of the Transmission System Operator (TSO)must adapt to these new changes. In fact, the energy transition modies both the natureof the production sources by integrating intermittent energies and the classical structureof the grid, going from a centralized topology to a distributed topology. READ MORE

  5. 4. Methods to identify broken neutral fault in LV distribution grids by using existing smart meters infrastructure

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Christoforos Menos-Aikateriniadis; [2019]
    Keywords : ;

    Abstract : The vast majority of Swedish utility network customers for nearly a decade has been supported by Advanced Metering Management (AMM) systems, including smart meters. Vattenfall´s modern smart meters enable a new level of monitoring for LV networks and improved MV network supervision. READ MORE

  6. 5. An analysis of continuous consistency models in real time peer-to-peer fighting games

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Martin Huynh; Fernando Valarino; [2019]
    Keywords : Peer-to-peer; State management; Continuous consistency; Games; Online; Networking; Unity3D;

    Abstract : This study analyses different methods of maintaining a consistent state between two peers in a real time fighting game played over a network. Current methods of state management are explored in a comprehensive literature review, which establishes a baseline knowledge and theoretical comparison of use cases for the two most common models: delay and rollback. READ MORE