Search Results - "Ritchie, M.J."
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How much energy can optimal control of domestic water heating save?
Published in Energy for sustainable development (01-08-2019)“…Scheduled control of domestic electric water heaters, designed to cut energy use while minimising the impact on users' comfort and convenience, has been fairly…”
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Loadshedding-induced transients due to battery backup systems and electric water heaters
Published in Applied energy (01-08-2024)“…Loadshedding has become the norm in South Africa, with rolling blackouts ranging from Stage 1 to 6. This results in households experiencing disempowerment for…”
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A probabilistic hot water usage model and simulator for use in residential energy management
Published in Energy and buildings (15-03-2021)“…Water heating contributes up to 40% of a household’s total electricity usage and places a substantial burden on the electricity grid due to high power ratings…”
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A data-driven household electricity synthesiser for South Africa using enveloped sum of Gaussians
Published in Energy for sustainable development (01-10-2022)“…Accurate modelling of household electricity on a large scale is a cornerstone for demand management and decarbonisation efforts. This paper introduces a…”
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Optimal schedule and temperature control of stratified water heaters
Published in Energy for sustainable development (01-06-2021)“…Water heating is a major component of domestic electrical energy usage, in some countries contributing to 25% of the residential sector energy consumption…”
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Predicting residential water and electricity usage profiles with a temporal histogram model
Published in Sustainable cities and society (01-12-2023)“…The temporal histogram model and synthesiser that is presented in this paper statistically models the unique usage behaviour of electricity or hot water usage…”
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Optimal sizing of battery-less domestic rooftop PV systems in South Africa using a probabilistic electricity synthesiser
Published in Energy for sustainable development (01-10-2023)“…Solar Photovoltaic, or PV, systems are the topic of conversation that has transpired globally due to their benefits of decelerating the rapid depletion of…”
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Impact of node count on energy-optimal control of stratified vertical water heaters in smart grid applications
Published in 2022 IEEE PES/IAS PowerAfrica (22-08-2022)“…The energy requirements for an Electric Water Heater (EWH) accounts for 40% of a household's total energy consumption and 7% of South Africa's energy…”
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