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Energy efficiency control of direct expansion air conditioning systems
Published 2018“…The lower layer is formed as a closed-loop MPC to track the trajectory reference points calculated by the optimization layer. This AHC strategy means the upper controller can adaptively and automatically set the setpoints and the lower layer adaptively and optimally tracks them, minimizing energy consumption and costs. …”
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Techno-economic modelling of cogeneration options for the South African sugar industry
Published 2022“…Input data for model parameters stemmed from literature and information sources applied to Microsoft excel spreadsheets calculations. …”
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Mixed-Criticality Scheduling Using Reinforcement Learning
Published 2023“…Our customized Ape-X model is capable of successfully scheduling sets of jobs of size 50 with an average accuracy of 95% in comparison to other Reinforcement learning algorithms benchmarks conducted, e.g., Augmented Random Search, Proximal Policy Optimization, and Deep Q Networks. …”
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Numerical (FEA) evaluation of crane end buffer impact forces
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A Comparative Study of Nature Inspired Algorithms for Prioritized Foraging
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Univariate parametric and nonparametric double generally weighted moving average control charts
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Feasibility study on the reinforcement of Ti6Al4V with tungsten carbide particles using selective laser melting
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Adaptive digital image correlation using neural networks
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Enhancing CO2 mass transfer in algal raceway ponds through wave generation
Published 2025“…These responses were also measured for a slope that was designed to create waves similar to shoaling ocean waves. This design had set parameters, selected based on theoretical calculations. …”
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Estimating the window period and incidence of recently infected HIV patients.
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Optimised bacterial production and characterisation of natural antimicrobial peptides with potential application in agriculture
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Enhancing Concrete Sustainability with Self-Healing Technologies
Published 2024“…The test results herein reveal that, even with slight decreases in compressive strength, sodium silicate and crystalline admixtures considerably recover transport parameters like water intrusion and chloride penetration caused by crack-sealing. …”
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Working between worlds: job embeddedness and retention in the age of hybrid work
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Techno-economic analysis of seaweed biorefinery scenarios for production of high-value products and biogas
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