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This article presents results from models developed to improve wind speed forecasting based on techniques of echo state networks, multi-layer perceptron (MLP) and neuro-fuzzy system (ANFIS). Wind generation is a direct function of wind speed and, in contrast with conventional generation systems, is not easily dispatchable. Wind forecasting is crucial both for wind farm operators and utility operators...
To solve the problem of modeling the horizontal translational motion of a Raptor30 based miniature helicopter near hovering, a black-box model is built based on echo state networks. Combined with a state space angular motion model, a four-degree-of-freedom hybrid model is created. System identification is done using the remote control experiment data. Model validation results demonstrate that the...
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