Essays about: "Predicting Reliability"

Showing result 1 - 5 of 48 essays containing the words Predicting Reliability.

  1. 1. Image Quality Assessment Pipeline and Semi-Automated Annotation method for Synthetic Data

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Liam Le Tran; Edina Dedovic; [2023-10-24]
    Keywords : Facial Expression Recognition; FACS; Action Units; styleGAN2-ada; synthetic data; Image Quality Assessment; Multi-stage Pre-training; Pipeline Processing; Semi-automated Human Annotation;

    Abstract : Predicting human emotions through facial expression, particularly in relation to medication field such as clinical trial settings, has garnered scientific interest in recent years due to significant understanding of the impact of treatment on emotions and social functioning. This thesis aims to improve performance of a FER model using large scale of synthetic data. READ MORE

  3. 2. ChatGPT: Changing Education, One Prompt at a Time, A quantitative study of factors influencing students' usage of ChatGPT

    University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledning

    Author : Tess Brodin; Julia Lundberg; [2023]
    Keywords : ChatGPT; Unified Theory of Acceptance and Use of Technology; Performance Experienced; Creativity;

    Abstract : An AI tool that has gained massive media attention in the past months is the language model ChatGPT. The rapid adoption of the tool by students made the authors of this study curious about exploring the chatbot further, using technology adoption theory. READ MORE

  4. 3. Mathematical Model for Inverter Power Output in PV Parks

    University essay from Uppsala universitet/Institutionen för materialvetenskap

    Author : Shashidhar Suragimath; [2023]
    Keywords : Mathematical Modelling; PV System; Energy Systems; Solar Inverter; Forecasting;

    Abstract : Solar photovoltaic (PV) parks have proliferated all over the world as a result of the growing demand for electricity, and especially electricity from renewables. As these parks become larger and complex, it becomes increasingly important to develop accurate and efficient mathematical models that can be used to predict their performance and optimize their design. READ MORE

  5. 4. Evaluation of probabilistic forecasts in Uppsala and its potential use in winter road maintenance

    University essay from Uppsala universitet/Luft-, vatten- och landskapslära

    Author : Elisabet Johansson; [2023]
    Keywords : forecast evaluation; ensemble system; MetCoOp; winter road maintenance; snow removal; utvärdering; ensembelprognos; MetCoOp; snöröjning; vinterväghållning;

    Abstract : Efficient winter road maintenance is crucial for safety and societal function during the winter months in Sweden. This report aims to evaluate the MetCoOp ensemble system CMEPS and investigate its potential use as a basis for formulating criteria for snow removal that accounts for forecasted weather. READ MORE

  6. 5. Remaining Useful Life Prediction of Power Electronic Devices Using Recurrent Neural Networks

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

    Author : Congrui Cai; [2023]
    Keywords : Power electronics; Prognostics and health management; Remaining useful life; Recurrent neural network; Kraftelektronik; Prognostik och hälsoledning; Återstående livslängd; Återkommande neurala nätverk;

    Abstract : The growing demand for sustainable technology has led to an increased application of power electronics. As these devices are often exposed to harsh conditions, their reliability is a primary concern for both manufacturers and users. READ MORE