Essays about: "fault prediction thesis"

Showing result 1 - 5 of 27 essays containing the words fault prediction thesis.

1. 1. Predicting Breakdowns in Transportation Vehicles using Supervised Learning

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

   Author : Shuo Li; [2023]
   Keywords : Breakdown Prediction; Transportation Vehicles; Diagnose; Gradient Boosting Classifier; Ensemble Model; Förutsägelse av haveri; transportfordon; diagnos; Gradient Boosting Classifier; Ensemblemodell;

   Abstract : Vehicle breakdowns can lead to fatal accidents, increase costs and reduce productivity. Therefore, robust and accurate fault diagnosis and prediction systems are critical to ensure the proper operation of vehicles. Many researchers have used machine learning for the prediction of vehicle breakdowns. READ MORE

3. 2. Exploring Software Project Planning through Effort Uncertainty in Large Software Projects : An Industrial Case Study

   University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

   Author : Jesper Ellis; Elion Eriksson; [2023]
   Keywords : Software project planning; Effort estimation; Uncertainty; Solution verification; Mjukvarutprojektsplanering; Ansträngningsuppskattning; Osäkerhet; Lösningsverifiering;

   Abstract : Background. Effort estimation is today a crucial part of software development planning. However, much of the earlier research has been focused on the general conditions of effort estimation. Little to no effort has been spent on solution verification (SV) of the projects. READ MORE

4. 3. Multivariate Time Series Prediction for DevOps : A first Step to Fault Prediction of the CI Infrastructure

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Yiran Wang; [2022]
   Keywords : VAR; LSTM; BiLSTM; time series; CI; DevOps;

   Abstract : The continuous integration infrastructure (CI servers) is commonly used as a shared test environment due to the need for collaborative and distributive development for the software products under growing scale and complexity in recent years. To ensure the stability of the CI servers, with the help of the constantly recorded measurement data of the servers, fault prediction is of great interest to software development companies. READ MORE

5. 4. Low-dimensional Magnetism in Novel 2D Honeycomb Materials

   University essay from KTH/Tillämpad fysik

   Author : Sebastian Johnsen; [2021]
   Keywords : Applied physics; Materials physics; Quantum materials; Magnetism; Muons; Neutrons; Tillämpad fysik; Materialfysik; Kvantmaterial; Magnetism; Myoner; Neutroner;

   Abstract : A Kitaev quantum spin liquid is a phase of matter predicted to host excitations that can be used to preform fault-tolerant quantum computation. Though the theoretical prediction of such a state is on firm footing, its realisation in real materials has proven to be elusive. READ MORE

6. 5. Empirisk bestämning av nollföljdsimpedans hos transformatorer med utdragen deltalindning

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

   Author : Carmen Dahlin; [2020]
   Keywords : ;

   Abstract : The main goal of the thesis is through available data, empirically determine the ratio betweenthe zero and positive-sequence impedance of different transformers with accessible-winding, i.e. when the -winding is loaded. READ MORE