Essays about: "fault prediction"

Showing result 1 - 5 of 41 essays containing the words fault prediction.

  1. 1. On The Evaluation of District Heating Load Predictions

    University essay from Lunds universitet/Institutionen för energivetenskaper

    Author : Herman Hansson; [2023]
    Keywords : Technology and Engineering;

    Abstract : District Heating is a technology with the potential to enable a fossil-free society. However, to realize this potential, some improvements need to be made in order to improve District Heating operation at large, decrease losses in the systems, and thus increase the competitiveness of District Heating as a technology. READ MORE

  3. 2. 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

  4. 3. Fault Detection in PV System using Machine Learning Technique

    University essay from Högskolan Dalarna/Mikrodataanalys

    Author : Adhyapadi Apoorva Bhat; Jomin Koothenparambil Joy; [2023]
    Keywords : Machine learning; Fault Detection; Cluster; Regression model; PV System; Prediction; Solar Power; Renewable Energy;

    Abstract : With the steady and rapid reliance on solar power as a viable alternative to traditional fuel-based energy, maintenance of solar panels is becoming an unavoidable issue for both producers and consumers. Machine learning techniques are useful in detecting solar panel faults and their life span. READ MORE

  5. 4. 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

  6. 5. 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