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Showing result 16 - 20 of 26 essays matching the above criteria.

  1. 16. Artificial Intelligence applications for railway signalling

    University essay from KTH/Transportplanering

    Author : Benjamin Smakic; [2021]
    Keywords : Artificial Intelligence; AI; Machine Learning; ML; Computer Vision; railway signalling; ERTMS level 3; GPS; autonomous train operations; Artificiell Intelligens; Maskininlärning; datorseende; signalteknik; autonoma tåg; självkörande tåg.;

    Abstract : The main purpose of this Master Thesis is to investigate how front-facing, train-mounted cameras and Computer Vision, a type of Artificial Intelligence (AI), can be used to compensate for GPS inaccuracies. By using footage from track-recording cameras, Computer Vision can be utilized to determine the number of tracks and the track occupancy of the train, which would compensate GPS inaccuracies in the lateral positioning. READ MORE

  3. 17. Artificial intelligence as a decision support system in property development and facility management

    University essay from Högskolan i Borås/Akademin för textil, teknik och ekonomi

    Author : Andreas Berggren; Martin Gunnarsson; Johannes Wallin; [2021]
    Keywords : artificial intelligence; property development; facility management; decision support system; machine learning; risk analysis; market analysis; risk matrices; AI health care planning; process mapping; artificiell intelligens; fastighetsutveckling; fastighetsförvaltning; riskanalys; marknadsanalys; beslutsstödssystem; maskininlärning; riskmatris; AI-vårdplanering; processkartläggning;

    Abstract : The construction industry has been hesitant for a long time to apply new technologies. In property development, the industry relies heavily on employees bringing experience from one project to another. These employees learn to manage risks in connection with the acquisition of land, but when these people retire, the knowledge disappears. READ MORE

  4. 18. Understanding expert behavior in adjusting models : Expert behaviour simulation

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Sami Bakr; [2021]
    Keywords : ;

    Abstract : Most companies nowadays employ experts who work in tandem with a numerical forecasting system to improve the latter’s accuracy. Studies have shown that in many cases these forecasts actually improve the final forecast, hence the popularity of the experts. READ MORE

  5. 19. Digital Twin : Visualization-Assisted Corrective Maintenance

    University essay from KTH/Mekatronik

    Author : Aamir Malik Shaik; Sidhvin Dulevale Matadha; [2020]
    Keywords : ;

    Abstract : This thesis evaluates the significance of the Digital Twin based data-driven solution, in helping corrective maintenance technicians leverage their multi-disciplinary engineering skills to solve complex mechatronic problems. Due to the complex mechatronic nature of the faults, human involvement is necessary for corrective maintenance. READ MORE

  6. 20. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Allan Andersen; Ilayda Yaman; [2020]
    Keywords : Digital Signal Processor; Hardware Accelerator; Machine Learning; Deep Learning; Recurrent Neural Networks; Gated Recurrent Unit; Technology and Engineering;

    Abstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE