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Jose Luis Blanco-Claraco - IEEE Xplore Author Profile

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The need of electrical energy saving policies is becoming increasingly important nowadays, specially after the latest electricity market tensions in Europe. The energy consumption impacts directly in our electricity bills, thus optimization strategies are required to decrease its negative consequences on the economy and encouraging the consumption of renewable energies and reducing the carbon foot...Show More
Expensive ultrasonic anemometers are usually required to measure wind speed accurately. The aim of this work is to overcome the loss of accuracy of a low cost hot-wire anemometer caused by the changes of air temperature, by means of a probabilistic calibration using Gaussian Process Regression. Gaussian Process Regression is a non-parametric, Bayesian, and supervised learning method designed to ma...Show More