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Systems approach in developing a model for sustainable production of bioenergy in Malawi
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Numerical optimisation and theoretical analysis of complex microchannel heat exchangers
Published 2025“…These designs were then integrated into the computational domain and subjected to cooling using both water and an air stream. …”
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SiGe based multiple-phase VCO operating for mm-wave frequencies
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Joint radio resource management in heterogeneous wireless networks
Published 2023“…Designing a good joint radio resource management (JRRM) scheme for a heterogeneous wireless network is part of the integration challenges. The design goal of a JRRM is optimising the trade-off between resource utilisation, quality of service provisioning, fairness, and simplicity of design, amongst others. …”
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Spatial model for the management of a system of infrastructure facilities
Published 2014“…Finally, a Hurwics Criterion model that enhanced the previous models by integrating a level of optimisms to reflect realistic scenarios in which the worst case would not necessarily occur. …”
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The fundamental limits of recycling : from minerals processing to computer aided design of automobiles and other consumer goods
Published 2008Get full text
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An interactive construction deployment planning model for the SKA project
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Decentralized algorithm of dynamic task allocation for a swarm of homogeneous robots
Published 2017“…This hybrid approach is based on both the Simulated Annealing (SA) optimization technique combined with the Discrete Particle Swarm Optimization (DPSO) technique. …”
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A new connectivity strategy for wireless mesh networks using dynamic spectrum access
Published 2021“…Drawing on the experimental results and insight gained, the study builds criteria towards a mechanism for auto selection of the optimal link option. Overall, this study is anticipated to serve as a springboard to stimulate the adoption and integration of DSA in WMNs, and further development in multi-link utilisation strategies to increase capacity. …”
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Predictive Maintenance: Leveraging Hybrid LSTM-CNN Architectures for Enhanced Performance
Published 2025“…In conclusion, the thesis establishes that hybrid CNN-LSTM models, especially in parallel configuration, offer a robust and scalable solution for predictive maintenance. The integration of optimization techniques further refines performance on simpler datasets, while architecture remains the critical factor for success in complex environments. …”
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Reinforcement learning microservices scheduler in intelligent edge computing
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Inter-cell interference coordination in 5G ultra-dense networks
Published 2021“…An iteratively adaptive Algorithm is then developed to find optimal solution for the problem. Simulation results show better improvement in EE and sum rate compared to the traditional OMA scheme.…”
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Reliable Outdoor Ai-Based Autonomous Uav Localization and Trajectory Tracking Using Cellular Networks
Published 2024“…We provide a comparative evaluation of the set of algorithms that we proposed and demonstrate the recommended use case scenario for each of these trajectory planning solutions. Our simulation results show that our proposed machine learning-based approaches provide near optimal solutions to the formulated UAV localization and trajectory planning problems, with comparable accuracy to the optimal bound while meeting the real-time calculation requirement.…”
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Using metaheuristics with the ranking and selection indifference-zone procedure MMY in problems with many objectives
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Critical Evaluation of DC-Grid and Strong Grid-Forming Wind Generator Systems
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Transient stability assessment of hybrid distributed generation using computational intelligence approaches
Published 2014Get full text
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The dynamic interaction of land use and transport in a highly fragmented city: the case of Cape Town, South Africa
Published 2020“…The results from the calibration and validation exercise show that the model can reproduce historical land use and transport patterns. The integration of the transport and land use model through accessibility improved the Kappa Simulation and Fuzzy Kappa Simulation. …”
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Energy efficiency control of direct expansion air conditioning systems
Published 2018“…In addition, in this chapter, the volumes of outside air allowed to enter the DX A/C system are regarded as varying with the changing circumstance over a day and are optimized by the AHC. Moreover, a supply fan to steer the pressure swing absorption with a built-in proportional-integral (PI) controller is proposed to lower the indoor CO2 concentration such that it would reduce the complexity of computation for the AHC and the cost of hardware. …”
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