Application of probabilistic deep learning models to simulate thermal power plant processes by Raidoo, Renita Anand

“…In both case studies, hyperparameter searches are done to determine the best performing architectures for these models. Comparisons are drawn between the MDN model versus standard model architecture in both case studies. …”
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A cost effective approach to handle measurement and verification sampling and modelling uncertainties

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A framework for evaluating semi-structured hierarchical data using language models by Du Plessis, Stephan Visser

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Population pharmacokinetic modelling for dose optimization of esomeprazole to treat early-onset preeclampsia by Semere, Gebreyesus Manna

“…Discussion/Conclusion Model estimated CL/F and Vd/F are higher than values previously reported by other population pharmacokinetic models. …”
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Advanced control with semi-empirical and data based modelling for falling film evaporators by Haasbroek, Adriaan Lodewicus

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Implementation and performance analysis of a model-based controller on a batch pulp digester

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Experimental measurement and numerical modelling of velocity, density and turbulence profiles of a gravity current by Gerber, George

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An Investigation of Ground-Based GNSS Atmospheric Remote Sensing Techniques for Weather and Climate Monitoring in Nigeria

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Modelling the thermal, electrical and flow profiles in a 6-in-line matte melting furnace by Snyders, Cornelius Albert

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Analysis of single-diode and improvement of double-diode photovoltaic source modelling methods and techniques by Shongwe, Samkeliso Hubert

“…A comparison of this modelling method is also made with the experimentally measured data from the SQ80 PV module. …”
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Radiation shielding design for sealed radioactive gamma-ray and neutron sources: measurements and modeling by Mahanyapane, Motlatsi Vincent

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Effects of conventional and alternative asthma therapies on the GIT and heart in an experimental model of murine asthma

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A methodology for implementing a water balance of ESKOM power stations using the online condition monitoring software EtaPRO by Sewlall, Preetha

“…It was required that the water balance model be implemented on a performance and monitoring tool allowing for comparison of power plant targets to actual online data in real time, enhancing the monitoring capabilities. …”
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Derivation of a traffic load model for the structural design of highway bridges in South Africa by Van der Spuy, Pierre Francois

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A knowledge network model for teachers supporting learners with disabilities in an inclusive education system by Dorfling, Pieter Stephanus

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Incorporating time and statistical variations in load modelling for reliability and customer interruption costs evaluations by Ip Cho, Nicolas Foumg Sian

“…A comparison using historical load data based on South African residential customers and shops (used as commercial customers) with the different load models is performed and their impact on the calculated reliability or cost indices are analysed. …”
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Computational aeroacoustic modelling using hybrid RANS/LES methods with modified acoustic analogies by Nyandeni, Zamashobane

“…A hybrid IDDES turbulence model is employed, to compute the boundary layer and fluctuations in the flow properties. …”
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Electronic Speckle Pattern Interferometry (ESPI) NDE of cracks in pressure vessels with FEA modelling by Myles, John Robert

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Modelling and short-term forecasting of high wind speed events at operational wind farms by Groch, Matthew

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A decision support model for the cash replenishment process in South African retail banking

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