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Energy neutrality is the desired mode of operation of many sensor networks used for environmental monitoring. Intelligent energy harvesting networks, composed of nodes equipped with solar panels and other types of power-scavenging devices, can plan and manage their operations according to short and long-term predictions of ambient energy availability. This paper introduces a novel method for next-day...
Prediction of solar energy availability is an important part of a number of applications, from weather and climate modeling, to forecasting power output of photovoltaic cells. This work proposes and evaluates the use of evolutionary fuzzy rules, discovered by genetic programming, for accurate and inexpensive forecasting of next day available solar energy, based solely on atmospheric pressure. The...
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