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The Impact of Low Electricity Prices on Renewable Energy Production

机译:低电价对可再生能源生产的影响

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摘要

Many countries are actively developing plans to increase renewable energy production with some countries even targeting a goal of 100% renewable energy within the next few years. The reasons are twofold, reduced carbon emissions and reduced dependence on fossil fuels with the associated fluctuations in oil and natural gas prices. However, several other countries have not been taking the required actions to increase their production of renewable energy. In some cases, this occurs in energy-rich countries where electricity prices are heavily subsidized and hence residential and commercial consumers have no incentive to invest in renewable energy because the time taken to offset the investment is far too long. We use Machine Learning techniques to quantify this conjecture by showing the relationship between renewable energy production and electric prices for various countries. The data used for this exercise (namely electricity costs and renewable energy production per country) is taken from various online datasets. We conclude that, in order for a country to seriously increase its renewable energy production so that it is a significant percentage of total energy production, it must first reduce the heavy subsidies provided to its citizens. Using our model, we can determine, for a given country, what reduction in subsidies is required to achieve a certain renewable energy production target. Countries can then use this information to plan future renewable energy targets and electricity subsidy reductions. We use our home country as a use case for this exercise.
机译:许多国家正在积极制定计划,以增加可再生能源的产量,有些国家甚至以在未来几年内实现100%的可再生能源为目标。原因是双重的,减少的碳排放和对化石燃料的依赖性降低以及相关的石油和天然气价格波动。但是,其他几个国家尚未采取必要的行动来增加其可再生能源的产量。在某些情况下,这发生在能源丰富的国家,那里的电价受到大量补贴,因此住宅和商业用户没有动力投资可再生能源,因为抵消投资所需的时间太长。我们使用机器学习技术通过显示各个国家的可再生能源生产与电价之间的关系来量化此推测。此练习使用的数据(即每个国家的电费和可再生能源生产)来自各种在线数据集。我们得出的结论是,为了使一个国家认真增加其可再生能源的产量,使其在能源总产量中占很大比重,它必须首先减少向其公民提供的巨额补贴。使用我们的模型,我们可以确定给定国家/地区要实现某个可再生能源生产目标需要减少多少补贴。然后,各国可以使用此信息来计划未来的可再生能源目标和减少电力补贴。我们将本国用作此练习的用例。

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