Essays about: "Time Domain"

Showing result 21 - 25 of 958 essays containing the words Time Domain.

1. 21. 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

3. 22. Knowledge distillation for anomaly detection

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Nils Gustav Erik Pettersson; [2023]
   Keywords : ;

   Abstract : The implementation of systems and methodologies for time series anomaly detection holds the potential of providing timely detection of faults and issues in a wide variety of technical systems. Ideally, these systems are able to identify deviations from the normal behavior of systems even before any problems manifest, thus enabling proactive maintenance. READ MORE

4. 23. Quality enhancement of time-resolved computed tomography scans with cycleGAN

   University essay from Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

   Author : Johannes Stubbe; [2023]
   Keywords : carbon fibers; carbon fibres; microfibers; tomography; deep learning; cycleGAN; time-resolved tomography; Physics and Astronomy;

   Abstract : Time-resolved x-ray tomography enables us to dynamically and non-destructively study the interior of a specimen. The obtainable temporal resolution is limited by the x-ray flux and the desired spatial resolution. READ MORE

5. 24. Finding Anomalous Energy ConsumersUsing Time Series Clustering in the Swedish Energy Market

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Lukas Tonneman; [2023]
   Keywords : time-series analysis; clustering; electricity consumer clustering; anomaly detection; gaussian mixture model; hierarchical clustering;

   Abstract : Improving the energy efficiency of buildings is important for many reasons. There is a large body of data detailing the hourly energy consumption of buildings. This work studies a large data set from the Swedish energy market. READ MORE

6. 25. A Deep Learning Approach To Vehicle Fault Detection Based On Vehicle Behavior

   University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

   Author : Rafi Khaliqi; Cozma Iulian; [2023]
   Keywords : Deep learning; attention mechanism; vehicle fault detection; CNN; Bi-LSTM; Bi-GRU; Supervised classification;

   Abstract : Vehicles and machinery play a crucial role in our daily lives, contributing to our transportationneeds and supporting various industries. As society strives for sustainability, the advancementof technology and efficient resource allocation become paramount. READ MORE