Essays about: "Application domain"

Showing result 16 - 20 of 386 essays containing the words Application domain.

  1. 16. Anomaly Detection in the EtherCAT Network of a Power Station : Improving a Graph Convolutional Neural Network Framework

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

    Author : Niklas Barth; [2023]
    Keywords : Unsupervised Learning; Multivariate Time Series; Graph Convolutional Neural Networks; Anomaly Detection; Industrial Control System; EtherCAT; Power Station; Electricity Grid;

    Abstract : In this thesis, an anomaly detection framework is assessed and fine-tuned to detect and explain anomalies in a power station, where EtherCAT, an Industrial Control System, is employed for monitoring. The chosen framework is based on a previously published Graph Neural Network (GNN) model, utilizing attention mechanisms to capture complex relationships between diverse measurements within the EtherCAT system. READ MORE

  3. 17. LoRa Radio Performance Analysis Based on AVR-RSS2 and RIOT-OS for Indoor IoT Applications

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

    Author : HongShuo Yi; Duosi Dai; [2023]
    Keywords : LoRa; Indoor IoT Internet of Things ; Signal strength; Round-trip time RTT ; Goodput; LoRaWAN device classes; AVR-RSS2; RIOT-OS; LoRa; Inomhus-IoT Internet of Things ; Signalstyrka; Rundresa-tid RTT ; Goodput; LoRaWAN klasser; AVR-RSS2; RIOT-OS;

    Abstract : This thesis is dedicated to measuring the communication performance of LoRa technology in an indoor environment and providing insight into its potential application as an effective Internet of Things (IoT) communication solution in Low Power Wide Area Networks (LPWAN). Through careful experimentation and analysis, we assessed various transmission parameters such as spreading factor (SF), bandwidth (BW), Payload Length (PL), and LoRaWAN classes. READ MORE

  4. 18. Industrial Machine Monitoring: Real-Time Anomalous Sound Event Detection on Low-Powered Devices

    University essay from Lunds universitet/Matematisk statistik

    Author : Alexander Magnusson; Anton Andersson; [2023]
    Keywords : Anomaly Detection; Sound Event Detection; MFCC; GMM; OCSVM; Mathematics and Statistics;

    Abstract : Traditionally fault detection in industrial machinery has been performed manually by experienced machine operators listening to the machines. However, it is desirable to automate this process to increase efficiency and improve the working environment of the operators. READ MORE

  5. 19. Continuous Integration for Embedded Software with Modular Firmware Architecture

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

    Author : Fabian Segatz; [2023]
    Keywords : Continuous integration; Embedded software development; Modular firmware architecture; Jenkins; Software quality; Kontinuerlig integration; Inbyggd programvaruutveckling; Modulär fastvara arkitektur; Jenkins; Programvarukvalitet;

    Abstract : Continuous Integration (CI) techniques are widely adopted in web and application development but have received limited attention in the embedded software domain. This thesis investigates the application of CI techniques in embedded software development through a case study at Cobolt AB, a company specializing in optoelectronics. READ MORE

  6. 20. CAD/CAM Software Integration for Toolpath Application : at Sandvik Coromant

    University essay from KTH/Produktionsutveckling

    Author : Karthikeyan Dhanapal; Tariq Aslam Mohamed Ameen; [2023]
    Keywords : CAM; CoroPlus® Tool Path; CSI; API; STEP; REST; SQL; JSON;

    Abstract :  In the domain of CAD/CAM, innovative strategies are devised and positioned to transform communication and streamline machining processes. Recent advancements have fueled the need for tailored solutions integrated into CAM software, having a transformative impact in this field. READ MORE