实施城市可持续发展:以西班牙电力需求和供应为例

Muhammad Atif, S. Sattar, Tazdin Amietszajew, Mehmood Bawany
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引用次数: 0

摘要

随着对可持续发展的需求不断增加,能源效率变得越来越重要。本文对来自Kaggle的公共数据集进行了分析,该数据集包含西班牙4年的电力消耗、发电、定价和天气数据。已经应用了不同的可视化技术来估计可以为该国产生可持续需求和供应模型的模式。分析表明,在过去的4年里,西班牙的能源消耗高峰时间是15:00 - 20:00,而凌晨00:00 - 05:00的能源消耗最少。结果表明,2月份的能耗最高,9月份的能耗最低。政府可以利用这种分析来实施可持续能源政策,并根据统计驱动预测来调整电力储存和生产。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enforcing Sustainability in Cities: The Case of Electricity Demand and Supply of Spain
With the ever-increasing need for sustainability, energy efficiency is of growing importance. In this paper the analysis is conducted on a public dataset from Kaggle, which contains 4 years of electrical consumption, generation, pricing, and weather data for Spain. Different visualization techniques have been applied to estimate the pattern through which the sustainable demand and supply model can be generated for the country. The analysis showed that for the past 4-years the peak energy consuming hours in Spain are from 15:00 to 20:00 whereas from 00:00 to 05:00 in the morning, the energy consumption is minimal. Moreover, the results showed that in February energy consumption is at its peak whereas the minimum energy is consumed during the month of September. Such analysis could be used by governments to implement sustainable energy policy and adjust electricity storage and production based on statistics-driver prognosis.
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