Browsing Engineering, Built Environment and Information Technology by Subject "Machine Learning"

Browsing Engineering, Built Environment and Information Technology by Subject "Machine Learning"

Sort by: Order: Results:

  • A Bayesian approach to energy monitoring optimization 
    Carstens, Herman (University of Pretoria, 2017)
    This thesis develops methods for reducing energy Measurement and Verification (M&V) costs through the use of Bayesian statistics. M&V quantifies the savings of energy efficiency and demand side projects by comparing the ...
  • Degradation estimation of high energy steam piping using hybrid recurrent neural networks 
    Van Niekerk, Johannes Lodewikus (University of Pretoria, 2018)
    This dissertation is a study on estimating degradation of high energy steam pipework using modern machine learning techniques. High energy piping systems are very complex to simulate due to the many variables that could ...
  • Fast Data Analysis Methods For Social Media Data 
    Nhlabano, Valentine Velaphi (University of Pretoria, 2018-08-07)
    The advent of Web 2.0 technologies which supports the creation and publishing of various social media content in a collaborative and participatory way by all users in the form of user generated content and social networks ...