Essays about: "project on industrial"

Showing result 1 - 5 of 906 essays containing the words project on industrial.

  1. 1. Web Interface for Systems Engineering DesignTools – A web application for facilitating the collaboration between business- and engineering teams

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Erik Berg; Oscar Hedenäs Bennet; William Hugo; Albin Karlsson Landgren; Isak Magnusson; David Salmo; [2023-03-03]
    Keywords : Value driven design; BPMN; Discrete event simulation; Web interface; System engineering design; ISO 15288; Python; React;

    Abstract : The interest in improving and optimising project planning and execution is currently large. The Value-Driven Design methodology of Systems Engineering aims to help with this through a focus on measuring value from early stages of projects. READ MORE

  2. 2. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
    Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

    Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

  3. 3. Expert Knowledge Elicitation for Machine Learning : Insights from a Survey and Industrial Case Study

    University essay from Jönköping University/Jönköping AI Lab (JAIL)

    Author : Samuel Svensson; Oskar Persson; [2023]
    Keywords : knowledge elicitation; machine learning; expert knowledge; informed machine learning; hybrid machine learning; survey; taxonomy;

    Abstract : While machine learning has shown success in many fields, it can be challenging when there are limitations with insufficient training data. By incorporating knowledge into the machine learning pipeline, one can overcome such limitations. Therefore, eliciting expert knowledge can play an important role in the machine learning project pipeline. READ MORE

  4. 4. Few-Shot Learning for Quality Inspection

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Jesper Palmér; Ahmad Alsalehy; [2023]
    Keywords : Few-Shot Learning; AI; Transformers; ViT Deviation; Vision Transformers;

    Abstract : The goal of this project is to find a suitable Few-Shot Learning (FSL) model that can be used in a fault detection system for use in an industrial setting. A dataset of Printed Circuit Board (PCB) images has been created to train different FSL models. READ MORE

  5. 5. An Experimental Investigation On Weld Characteristics For A Shield Metal Arc Welding With SS304 & SS409

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Pristin Sunny; Ansal Muhammed; [2023]
    Keywords : joining dissimilar material; microstructure analysis; Hardness test;

    Abstract : The following report conducted by the theoretical research and experimental study in the University of Halmstad. The focus of the project is experimental investigation on weld characteristics for shield metal arc welding with SS304 & SS409. READ MORE