Sökning: "Prediktivt underhåll"

Visar resultat 21 - 25 av 50 uppsatser innehållade orden Prediktivt underhåll.

  1. 21. Machine learning in predictive maintenance of industrial robots

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Simone Morettini; [2021]
    Nyckelord :Predictive maintenance; Industrial robots; Gaussian process regression; Exponentron; Hybrid algorithms; Time series prediction.; Prediktivt underhåll; Industriella robotar; Gaussian process regression; Exponentron; Hybridalgoritmer; Prediktivt av tidsserier.;

    Sammanfattning : Industrial robots are a key component for several industrial applications. Like all mechanical tools, they do not last forever. The solution to extend the life of the machine is to perform maintenance on the degraded components. LÄS MER

  3. 22. Teoretisk undersökning om relationen mellan Big Data och ekologisk hållbarhet i tillverkande industri

    Kandidat-uppsats, KTH/Maskinkonstruktion (Inst.)

    Författare :Anton Pergert; William George; [2021]
    Nyckelord :;

    Sammanfattning : Industriella revolutionen hade sin begynnelse under mitten av 1700-talet. Idag befinner vi oss i början av den fjärde revolutionen, även känd som Industri 4.0 där smarta teknologier integreras i fabriker. Ett resultat av detta är insamlandet och hanteringen av stora mängder data, vilket introducerat Big Data i den tillverkande industrin. LÄS MER

  4. 23. Comparing SKF and Erbessd sensor integration for predictivemaintenance

    Kandidat-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :William Sjöström; [2021]
    Nyckelord :Predictive Maintenance;

    Sammanfattning : The purpose of this thesis was to compare two integration’s of sensors, into a system called Enlight, but could in theoryhave been integrated to most systems. As a pre-study, the specifications and availability of five sensors were researched.From the pre-study, Smart Edge 4.0 and Phantom EPH-V11/10 from Erbessd, were chosen and then integrated. LÄS MER

  5. 24. Evaluation of Neural Networks for Predictive Maintenance : A Volvo Penta Study

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Andreas Nordberg; [2021]
    Nyckelord :Predictive maintenance; Machine learning; Neural networks; Early detection; LSTM networks; Feedforward networks;

    Sammanfattning : As part of Volvo Penta's initiative to further the development of predictive maintenance in their field test environments, this thesis compares neural networks in an effort to predict the occurrence of three common diagnostics trouble codes using field test data. To quantify the neural networks' performances for comparison a number of evaluation metrics were used. LÄS MER

  7. 25. Cross-industry Exploration of Product Repair Applications enabled by Additive Manufacturing

    Master-uppsats, KTH/Industriell produktion

    Författare :Nico Florian Albrecht; [2021]
    Nyckelord :;

    Sammanfattning : Repair activities could benefit from Additive Manufacturing (AM) technology as a result of the politically planned, continuous implementation of circular economy into European industry. AM provides novel opportunities with regard to design-optimized, tailored, and demand-specific, small batch size production. LÄS MER