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Voltage Regulation in Polymer Electrolyte Fuel Cell Systems Using Gaussian Process Model Predictive Control
This study introduces a novel approach utilizing Gaussian process model predictive control (MPC) to stabilize the output voltage of a polymer electrolyte fuel cell (PEFC) system by simultaneously regulating hydrogen and airflow rates.
Peer Offloading with Delayed Feedback in Fog Networks
Besides, peer competition occurs when different FNs offload tasks to one FN at the same time.
Federated learning with class imbalance reduction
Based on the scheme, a device selection algorithm towards minimal class imbalance is proposed, thus can improve the convergence performance of the global model.
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