Essays about: "Industri 4.0"

Showing result 1 - 5 of 76 essays containing the words Industri 4.0.

  1. 1. Supervised Machine Learning Modeling in Secondary Metallurgy : Predicting the Liquid Steel Temperature After the Vacuum Treatment Step of the Vacuum Tank Degasser

    University essay from KTH/Materialvetenskap

    Author : Roberto Vita; [2022]
    Keywords : Industy 4.0; Machine Learning; Statistical Modeling; Temperature Prediction; Vacuum Tank Degasser; Vacuum Treatment Step.; Industri 4.0; Maskininlärning; Statistisk modellering; Temperaturförutsägelse; Vakuumbehandlingssteg; Vakuumtankavgasare;

    Abstract : In recent years the steelmaking industry has been subjected to continuous attempts to improve its production route. The main goals has been to increase the competitiveness and to reduce the environmental impact. The development of predictive models has therefore been of crucial importance in order to achieve such optimization. READ MORE

  2. 2. Improving Battery Production Line using Simulink

    University essay from KTH/Industriell produktion

    Author : Shrivatsan Raghuraman; [2022]
    Keywords : ;

    Abstract : There is an increase in the demand in the Electric Vehicle segment owing to the focus on sustainability and reducing battery cost which also increases the demand for battery production globally. With this technology in its early stages being heavily challenged in terms of material supply, shorter time to market, and customer-specific variants it is essential to be able to have control and visibility on the production line to help facilitate critical decisions and improvements. READ MORE

  3. 3. Industry 4.0 Value Creation for Automated Press Hardening Production Lines

    University essay from Blekinge Tekniska Högskola/Institutionen för maskinteknik

    Author : VIktor Karlsson; [2022]
    Keywords : IIoT; CPPS; Industry 4.0; value creation; manufacturing.; IIoT; CPPS; Industri 4.0; värdeskapande; tillverkning.;

    Abstract : Industry’s technologies and equipment continuously advance, and the importance of continuously being able to produce increases. Todays’s automotive industry is a competitive market where efficiency is critical to keeping market shares. However, the quality of the products can not be compromised. READ MORE

  4. 4. Utilization of a Digital Twin for an Assembly Line : Exploring the Various Applications of a Digital Twin and the Data and Tools Needed

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Michelle Bill; Rafa Shah; [2022]
    Keywords : Digital twin; Battery; Industry 4.0; Assembly line; Manufacturing; Sustainability; Digital tvilling; Batteri; Industri 4.0; Produktionslina; Tillverkning; Hållbarhet;

    Abstract : A surge in the battery industry and market was observed a few years back. Currently, the leaders in producing batteries are Asian countries. Nevertheless, countries are attempting to penetrate the battery market and become stable manufacturing competitors of batteries, one of which is Sweden. READ MORE

  5. 5. Predictive Maintenance of Induction Motors using Deep Learning : Anomaly Detection using an Autoencoder Neural Network and Fault Classification using a Convolutional Neural Network

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

    Author : Diego Andres Moreno Salinas; [2022]
    Keywords : Predictive maintenance; Fault Diagnosis; Anomaly Detection; Deep Learning; Machine Learning; Induction Motors; Prediktivt underhåll; feldiagnostik; upptäckt av avvikelser; djup inlärning; maskininlärning; induktionsmotorer;

    Abstract : With the fast evolution of the Industry 4.0, the increased use of sensors and the rapid development of the Internet of Things (IoT), and the adoption of artificial intelligence methods, smart factories can automate their processes to vastly improve their efficiency and production quality. READ MORE