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Showing result 1 - 5 of 151 essays matching the above criteria.

  1. 1. Data analysis for predictive maintenance and potential challenges associated with the technology integration of steel industry machines.

    University essay from Högskolan i Gävle/Elektronik

    Author : Pradip Nath; [2024]
    Keywords : Data Science; Data processing; Industrial Manufacturing; System Identification; Predictive maintenance; Conditional monitoring; Statistical Analysis; Signal processing; Hydraulic System; IoT; Sustainable Maintenance; Data vetenskap; Databehandling; Industriell tillverkning; System identifiering; Prediktivt underhåll; Tillståndsövervakning; Statistisk analys; Signal behandling;

    Abstract : The recharge is the focus of data analysis of the different situations with the integration of the system and development of the two-stage 2/2 proportional cartridge valve for the steel industry machine. Using the statistical analysis technique to visualize the valve signal data behavior identify the accuracy of the machine data and apply the statistical feature extracting model using classification and clustering algorithms of real-time data analysis for the manufacturing. READ MORE

  3. 2. A deep learning approach for drilling tool condition monitoring in Raiseboring

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hedaya Alyousif; [2023]
    Keywords : drilling tool condition; deep learning; drilling signals; CNN; spectrogram; Raisboring;

    Abstract : Drilling tool wear can significantly affect the performance of the drilling operation and add extra cost to it. Accurate detection of drilling tool condition is very important for enabling proactive maintenance, minimizing downtime, and optimizing drilling processes. READ MORE

  4. 3. Gear Modifications for Optimal Load Distribution

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Raghunath Adimoolam Ganesan; [2023]
    Keywords : Lead correction; Profile correction; Even load distribution; Thermal distortion.; helixkorrigering; profilkorrigering; jämn belastningsfördelning; termisk distorsion.;

    Abstract : In the early days of gear manufacturing, engineers aimed to produce teeth as close to the theoretical shape as possible. As machinery advanced and demand for high-speed, high-torque, and quieter transmissions grew, optimizing gear teeth became increasingly important [1]. READ MORE

  5. 4. Visualisation for Informed Decision-Making in Industry 4.0 : Affordances and limitations of incorporating contextual knowledge management and visualisation into a downtime management tool

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

    Author : Kimberly Truc Quynh Nguyen; [2023]
    Keywords : Contextual Knowledge Management; Knowledge Visualisation; Human-Computer Interaction; Kontextuell kunskapshantering; Kunskapsvisualisering; Människa-Data Interaktion;

    Abstract : The main objective of Industry 4.0 (I4.0) is to advance and ensure better manufacturing efficiency, productivity, and flexibility through the smart use of emergent technologies to enable the development of digital tools to visualise crucial information regarding factory events, products, and processes. READ MORE

  6. 5. High-Performing Cloud Native SW Using Key-Value Storage or Database for Externalized States

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Ahmed Sikh; Joel Axén; [2023]
    Keywords : cloud-native; externalized states; latency; simulator; Redis; PostgreSQL; moln-nativ; externaliserade tillstånd; latens; simulator; Redis; PostgreSQL;

    Abstract : To meet the demands of 5G and what comes after, telecommunications companies will need to replace their old embedded systems with new technology. One such solution could be to develop cloud-native applications that offer many benefits but are less reliable than embedded systems. READ MORE