Essays about: "training stage"

Showing result 16 - 20 of 128 essays containing the words training stage.

1. 16. Anomalous Behavior Detection in Aircraft based Automatic Dependent Surveillance–Broadcast (ADS-B) system using Deep Graph Convolution and Generative model (GA-GAN)

   University essay from Linköpings universitet/Databas och informationsteknik

   Author : Jayesh Kenaudekar; [2022]
   Keywords : Intrusion detection aircraft aviation security adsb protocol AI deep learning machine learning graph generative model surveillance broadcast;

   Abstract : The Automatic Dependent Surveillance-Broadcast (ADS-B) is a key component of the Next Generation Air Transportation System (Next Gen) that manages the increasingly congested airspace and operation. From Jan 2020, the U.S. Federal Aviation Administration (FAA) mandated the use of (ADS-B) as a key component of Next Gen project. READ MORE

3. 17. The versatility of virtual models - A practical case of Virtual Commissioning

   University essay from Lunds universitet/Institutionen för reglerteknik; Lunds universitet/Innovation

   Author : Lucas Kjellin Gardebrand; [2022]
   Keywords : Virtual Commissioning; Virtual Models; RobotStudio; Emulation; Simulation; Integrated; Driftsättning; Modeller; Rockwell; Technology and Engineering;

   Abstract : The commissioning phase is the last phase of a construction project when all subsystems come together to be tested as a whole, working as a single entity. This phase is often the most crucial and time-sensitive part of the project as the construction occupies space in the factory and inflicts down¬time in processes without adding value. READ MORE

4. 18. Nonlinear Methods of Aerodynamic Data-driven Reduced Order Modeling

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Arvid Forsberg; [2022]
   Keywords : machine learning; aerodynamics; autoencoder; kernel transformation; principal component analysis; nonlinear; regression; modeling; surrogate model; reduced order modeling; neural network;

   Abstract : Being able to accurately approximate outputs of computationally expensive simulations for arbitrary input parameters, also called missing points estimation, is central in many different areas of research and development with applications ranging from uncertainty propagation to control system design to name a few. This project investigates the potential of kernel transformations and nonlinear autoencoders as methods of improving the accuracy of the proper orthogonal decomposition method combined with regression. READ MORE

5. 19. Evaluating Distributed Machine Learning for Fog Computing loT scenarios : A Comparison Between Distributed and Cloud-based Training on Tensorflow

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Hassan El Ghamri; [2022]
   Keywords : Machine learning; distributed machine learning; IoT; cloud computing; fog computing; Tensorflow; Maskininlärning; distribuerad maskininlärning; sakernas internet; molntjänster; fog computing; Tensorflow;

   Abstract : Dag för dag blir sakernas internet-enheter (IoT) en större del av vårt liv. För närvarande är dessa enheter starkt beroende av molntjänster vilket kan utgöra en integritetsrisk. Det allmänna syftet med denna rapport är att undersöka alternativ till molntjänster, ett ganska fascinerande alternativ är fog computing. READ MORE

6. 20. Skapandet av en multifunktionell plantering : fokus på växter som gynnar pollinatörer och doft för ökad hälsa

   University essay from SLU/Dept. of Urban and Rural Development

   Author : Vendela Ejmander; Terese Harborn; [2022]
   Keywords : Multifunktionell plantering; luktträning; pollinatörer; doft; ekosystemtjänster;

   Abstract : Luktsinnet har konstaterats vara ett betydelsefullt sinne i vår vardag. Naturdoft har i synnerhet visat sig ha en positiv inverkan för människans välmående. Vid gestaltning och planering av nya grönytor är dock synen det sinnet som prioriteras. READ MORE