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Showing result 1 - 5 of 12 essays matching the above criteria.

1. 1. Condition Monitoring Of Machine Components From Drive Data Using Semi-Supervised Anomaly Detection Methods

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Tim Leon WyWiol; [2023]
   Keywords : ;

   Abstract : The mission of the machine manufacturer is to gain insights from machine data to increase their machines' efficiency and sustainability. Continuously monitoring the machine data with machine learning helps to detect emerging mechanical problems and prevents unexpected failures. READ MORE

3. 2. Wind Turbine Recovery Forecasting using Survival Analysis

   University essay from Lunds universitet/Matematisk statistik

   Author : Anton Palets; [2023]
   Keywords : Survival analysis; Recovery Forecast; Wind Turbine; Availability Forecast; AFT model; Aalen s model; Cox regression; Cox Proportional Hazards; Variation Processes; Mathematics and Statistics;

   Abstract : The goal of this thesis is to present a methodology for predicting time until recovery of failed wind turbines. The necessity is motivated by the potential for more accurate wind energy export forecasts. The current approach rests entirely on having an expert examine the turbine and produce a time estimate. READ MORE

4. 3. Data Analysis for Predictive Maintenance of a Straightening Machine in the Steel Industry

   University essay from Högskolan i Gävle/Elektronik

   Author : Paul Barron; [2023]
   Keywords : Condition Monitoring; Features; Clustering;

   Abstract : The availability of industrial machinery is crucial to any business operating in the manufacturingsector. Mechanical failures halt production and unplanned downtime canbe disruptive and costly. Small failures can compound to serious failures which exponentiallyincreases downtime and repair costs. READ MORE

5. 4. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Ali Homayouni; [2022]
   Keywords : natural language processing; failure clustering; nightly testing; industrial devops;

   Abstract : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. READ MORE

6. 5. Vehicle Usage Modelling Under Different Contexts

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Nidhi Rani Kalia; Sachin Bharadwaj Bagepalli Ashwathanarayana; [2021]
   Keywords : Machine Learning; Ensemble Clustering; Vehicle Usage; Pattern Extraction;

   Abstract : Modern vehicles nowadays are equipped with highly sensitive sensors which continuously log in the information when the vehicle is in motion. These vehicles also deal with some performance issues like more fuel consumption, breakdown, or failure, etc. READ MORE