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Can electricity demand lead to air pollution? A spatio-temporal analysis of electricity demand with climatic conditions

机译:电力需求是否导致空气污染?气候条件的电力需求量分析

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India, the third largest electricity producer, has been suffering from high power deficit for the past few decades. In recent years, the Government of India (GOI) has taken several initiatives to provide uninterrupted energy availability to citizens. The proposed study is aimed to help Indian government and private agencies in proactive planning of various energy related activities including spatial resolved generation planning, timestamp activities planning, transmission network optimization and many more. In this context, the article delivers details about the performed Spatio-temporal analysis of energy availability/deficiency in the country, India. Furthermore, as a step towards overall electrification, the Indian government had launched the Saubhagya scheme (2017) to provide reliable and accelerated electricity access to un-electrified rural and urban households. The analytical assessment of citizens' views on such policies is beneficial for the government agencies to decide future spatial movement and resources planning. Hence, this study, later on, delivers a novel insight in the energy domain by examining citizens' views through Twitter-based regional analysis. This analysis gives inference regarding citizens' sentiments on policies or electrification status published by GOI. Here, the presented work showed that citizens from four out of the five regions express positive opinions on electrification progress made by GOI. In the last stage, the impact of increasing electricity demand and climate changes on air pollution of a city is examined using the Granger causality test. The test experiments are performed on the well-planned northern city, Chandigarh. Although many researchers have explored the association between the climatic conditions and the energy demand, in this work, along with these factors, the causal interaction with air pollution is also shown.
机译:印度是第三大电力生产商,过去几十年来一直遭受高幂亏损。近年来,印度政府(GOI)已经采取了一些举措,为公民提供了不间断的能源可用性。拟议的研究旨在帮助印度政府和私人机构在主动规划中,各种能源相关活动,包括空间解决的一代规划,时间戳活动规划,传输网络优化等等。在这方面,文章提供了有关在印度的能量可用性/缺乏的表演时空分析的详细信息。此外,作为对整体电气化的一步,印度政府推出了Saubhagya计划(2017年),以提供可靠和加速的电力接入未经电气化的农村家庭。公民对这些政策的看法的分析评估有利于政府机构决定未来的空间运动和资源规划。因此,这项研究后来,通过通过基于Twitter的区域分析检查公民的意见,在能量领域提供了新的洞察力。此分析为公民的悲情提供了推论,这些人会对Goi发布的政策或电气化状态的情绪。在这里,所提出的工作表明,五个地区中四个中的公民表达了Goi的电气化进展的积极意见。在最后阶段,使用GRANGER因果态测试检查增加电力需求和电力需求和气候变化对城市空气污染的影响。测试实验是在计划良好的北部城市,昌迪加尔进行。虽然许多研究人员探索了气候条件与能源需求之间的关联,但在这项工作中,随着这些因素,也显示出与空气污染的因果相互作用。

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