Sökning: "Machine reliability"

Visar resultat 1 - 5 av 203 uppsatser innehållade orden Machine reliability.

  1. 1. Dynamik och tillförlighet i finansiell prognostisering : En analys av djupinlärningsmodeller och deras reaktion på marknadsmanipulation

    M1-uppsats, KTH/Hälsoinformatik och logistik

    Författare :Aya Zawahri; Nanci Ibrahim; [2024]
    Nyckelord :LOB; market manipulation; spoofing; layering; DeepLOB; DeepLOB-Attention; TCN; DeepLOB-seq2seq; DTNN; ITCH; parsing.; LOB; marknadsmanipulation; spoofing; layering; DeepLOB; DeepLOB-Attention; TCN; DeepLOB-seq2seq; DTNN; ITCH; parsing.;

    Sammanfattning : Under åren har intensiv forskning pågått för att förbättra maskininlärningsmodellers förmåga att förutse marknadsrörelser. Trots detta har det, under finanshistorien, inträffat flera händelser, såsom "Flash-crash", som har påverkat marknaden och haft dramatiska konsekvenser för prisrörelserna. LÄS MER

  3. 2. Risk analysis of implementing Machine Learning in construction projects

    Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :Aki Roy; [2024]
    Nyckelord :Construction; Machine Learning; Unstructured Data; Image Processing; Text Processing; Project Analysis; Data Management; Risk Identification;

    Sammanfattning : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. LÄS MER

  4. 3. A Qualitative Analysis of the Impact of Artificial Intelligence (AI) Adoption (Focusing on Machine Learning (ML)) on the Organizational Capabilities of the Telecom Industry in Sweden and Finland

    Magister-uppsats, Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Författare :Neeraj Verma; [2023]
    Nyckelord :AI; R D; Industry 4.0; Qualitative Analysis; Innovation; Machine Learning; Business Performance; People and Culture; Process and Organization; Telecom; Technology.;

    Sammanfattning : The German government's "Industry 4.0" paradigm transforms technology application across domains using real-time data and connectivity. The telecom sector's reliance on digital, software-driven infrastructure for real-time data and connectivity is paramount. LÄS MER

  5. 4. Flexible and modular production machines : A guiding framework and the design of a packaging machine

    Master-uppsats, Högskolan Väst/Institutionen för ingenjörsvetenskap

    Författare :Daniel Helmersson; [2023]
    Nyckelord :Logistics; flexibility; factories;

    Sammanfattning : To increase production and reduce intermediate storage in the factory a new flexible packaging machine is needed. The main purpose of this project is to design a new flexible and modular packaging machine and to create a new framework to use when designing new machines. LÄS MER

  7. 5. Maskinutnyttjande och ställtidsreduktion i en tillverkande industri

    Kandidat-uppsats,

    Författare :Henrik Rydström; Jonatan Sköldmark; [2023]
    Nyckelord :Ställtidsreduktion; tidsstudie; LEAN; 5s; SMED;

    Sammanfattning : The report describes a field study conducted at an enterprise, where the company's machine manufacturing was examined with the aim of reviewing current production capacity and presenting theoretical improvement measures using production engineering methods.  Various work measurements revealed problematic work practices that were unnecessarily time-consuming, where setup times were highlighted as a cause. LÄS MER