论文标题
ENSO如何影响南美的太阳辐射预测?自我分析方法
How Does ENSO Impact the Solar Radiation Forecast in South America? The Self-affinity Analysis Approach
论文作者
论文摘要
我们今天在能源领域面临的主要挑战是满足对电力的日益增长的需求,对环境的影响较小。南美是可再生能源的重要参与者。巴西在2018年加速了光伏装置能力的增长。从2017年4月到2018年4月,产能增加了$ 1351.5 \%$ $。预计在年底之前,它将达到$ 2.4 \ gw $的价值。新的智利法规要求2025年总发电的20%必须来自可再生能源。本文的目的是建立厄尔尼诺南部振荡与南美太阳辐射资源之间的时间序列行为变化。结果可用于验证新太阳能电厂的能源生产预测。用于验证时间序列行为的方法是破坏性波动分析。在巴西太阳带内的25个城市中收集了太阳辐射数据,再加上智利的六个城市,覆盖了从东到西部的大陆,该地区具有太阳能光伏发电的高潜力。结果表明,厄尔尼诺南部振荡对评估数据的气候行为的影响。这是一个可能导致对该地区长期潜在太阳能发电的错误预测的因素。
The major challenge we face today in the energy sector is to meet the growing demand for electricity with less impact on the environment. South America is an important player in the renewable energy resource. Brazil accelerated the growth of photovoltaic installed capacity in 2018. From April of 2017 to April of 2018, the capacity increased $1351.5\%$. It is expected to reach the value of $2.4\ GW$ until the end of the year. The new Chilean regulation request that 20\% of the total electricity production in 2025 must come from renewable energy sources. The aim of this paper is to establish time series behavior changes between El Niño Southern Oscillation and the solar radiation resource in South America. The results can be used to validate forecasts of energy production for new solar plants. The method used to verify the behavior of the time series was the Detrended Fluctuation Analysis. Solar radiation data were collected in twenty-five cities distributed inside the Brazilian solar belt, plus six cities in Chile, covering the continent from east to west, in a region with high potential of solar photovoltaic generation. The results shows the impact of El Niño Southern Oscillation on the climatic behavior of the evaluated data. It is a factor that may lead to the wrong forecast of the long term potential solar power generation for the region.