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Optimal sizing and placement of independent power producers on MV, HV and EHV networks for minimum power line losses using neural networks
Published 2025“…The 66kV ANN model recommends an optimal IPP size of 12MW operating at 0.975 (lagging) power factor, located 14.04km from the sending end substation using an ACSR Kingbird conductor. …”
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Optimal sizing and placement of independent power producers on MV, HV and EHV networks for minimum power line losses using neural networks
Published 2025“…The 66kV ANN model recommends an optimal IPP size of 12MW operating at 0.975 (lagging) power factor, located 14.04km from the sending end substation using an ACSR Kingbird conductor. …”
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Principal points, principal curves and principal surfaces
Published 2015“…Principal points of a distribution have been initially introduced by Flury (1990) who tackled the problem of optimal grouping in multivariate data. In essence, principal points are the theoretical counterparts of cluster means obtained by the k-means algorithm. …”
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Fast converging robust beamforming for downlink massive MIMO systems in heterogenous networks
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Key profile optimisation for the computational modelling of tonal centre
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Cooperative target following and collision avoidance for multiple unmanned aerial vehicles
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Determining appropriate loss coefficients for use in the nozzle-model of a stage-by-stage turbine model
Published 2020“…A stage-by-stage turbine nozzle-model incorporating turbine loss coefficient algorithms was developed and validated against real turbine test cases obtained from literature. …”
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A heuristic approach to the deterministic and stochastic air crew pairing problem
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Development of a low cost linear fresnel solar concentrator
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Intelligent control for processing solar photovoltaic energy
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A spin on compressive sensing imaging : reticle-based single-pixel imaging system
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Energy Planning Model Design for Forecasting the Final Energy Consumption using Artificial Neural Networks
Published 2021“…Furthermore, in this thesis, we use the Bayesian optimization algorithm to search for the optimal network hyperparameters. …”
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Reinforcement learning microservices scheduler in intelligent edge computing
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Critical analysis of angle modulated particle swarm optimisers
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Resource management in IP networks
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Exploring the relationship between multimodal magnetic resonance neuroimaging and cognitive outcomes in children: applying machine learning algorithms to brain MRI features to pred...
Published 2025“…Poorer and better cognitive performance categories were identified with a hierarchical clustering algorithm. Regression performance was assessed via 10-fold CV errors, coefficient of determination (R2), and Pearson's r between predicted and actual values. …”
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