Essays about: "Prediktivt underhåll"

Showing result 11 - 15 of 28 essays containing the words Prediktivt underhåll.

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

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Simone Morettini; [2021]
    Keywords : 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.;

    Abstract : 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. READ MORE

  3. 12. Comparing SKF and Erbessd sensor integration for predictivemaintenance

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : William Sjöström; [2021]
    Keywords : Predictive Maintenance;

    Abstract : 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. READ MORE

  4. 13. Evaluation of Neural Networks for Predictive Maintenance : A Volvo Penta Study

    University essay from Linköpings universitet/Institutionen för datavetenskap

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

    Abstract : 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. READ MORE

  5. 14. Cross-industry Exploration of Product Repair Applications enabled by Additive Manufacturing

    University essay from KTH/Industriell produktion

    Author : Nico Florian Albrecht; [2021]
    Keywords : ;

    Abstract : 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. READ MORE

  6. 15. Toward predictive maintenance in surface treatment processes : A DMAIC case study at Seco Tools

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Martin Berg; Albin Eriksson; [2021]
    Keywords : Predictive maintenance; Industry 4.0; Data-driven maintenance; chemical vapour deposition; wet blasting;

    Abstract : Surface treatments are often used in the manufacturing industry to change the surface of a product, including its related properties and functions. The occurrence of degradation and corrosion in surface treatment processes can lead to critical breakdowns over time. READ MORE