Modeling electricity consumption from sugarcane bagasse in Brazil: 2013 to 2021

IF 4.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Environment, Development and Sustainability Pub Date : 2024-09-09 DOI:10.1007/s10668-024-05351-5
Luís Oscar Silva Martins, Vinícius de Araújo Mendes, Marcelo Santana Silva, Luciano Sérgio Hocevar, Ednildo Andrade Torres
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Abstract

Biomass represents 9% of the installed electricity generation capacity in Brazil. If only sugarcane bagasse is considered, it represents 7.5% of the country’s electricity supply. Thus, seeking a broader economic vision, the main objective of this research is to analyze the behavior of electricity consumption generated through sugarcane bagasse in Brazil, from 2013 to 2021. To do this, it used a model in dynamic panel using as independent variables the price of electricity, per capita income, sugarcane production, price of ethanol (competing product), total electricity consumption in each state and the level of rainfall. The analysis sought to capture differences in bioelectricity consumption between states considered richer and poorer. After confirming the indication of the absence of a unit root in bioelectricity consumption, the model was estimated using the generalized first difference moment method (FD GMM), which was more robust to the data. The results suggest that the consumption of sugar-energy electricity has been decreasing, on average, 0.82% per year in the period analyzed. However, the research also showed that the increase in electricity prices had a positive effect on the consumption of sugar-alcohol bioelectricity, offsetting the effect of the downward trend in recent years. From a regional point of view, the research also showed a downward trend in consumption for the states considered more developed and a slight upward trend for the poorest regions. This implies that price and income, analyzed together, point to the existence of a systematic effect between income levels on the price elasticity of demand for electricity from sugarcane. The finding is important for those responsible for conducting energy policy as it indicates that different income levels between regions must be taken into account when proposing public policies to contain or encourage electricity consumption from renewable sources.

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巴西甘蔗渣发电量模型:2013 年至 2021 年
生物质能占巴西发电装机容量的 9%。如果只考虑甘蔗渣,则占全国电力供应的 7.5%。因此,为了寻求更广阔的经济前景,本研究的主要目标是分析 2013 年至 2021 年巴西甘蔗渣发电的电力消费行为。为此,研究使用了一个动态面板模型,将电价、人均收入、甘蔗产量、乙醇(竞争产品)价格、各州总用电量和降雨量作为自变量。分析试图捕捉较富裕州和较贫穷州之间生物电力消费的差异。在确认生物电力消费不存在单位根的迹象后,使用对数据更稳健的广义一阶差分矩法(FD GMM)对模型进行了估计。结果表明,在分析期间,糖能发电的消费量平均每年下降 0.82%。不过,研究也表明,电价的上涨对糖酒生物电力的消费产生了积极影响,抵消了近年来下降趋势的影响。从地区角度看,研究还显示,被认为较发达的州的消费量呈下降趋势,而最贫困地区的消费量则略有上升。这意味着,价格和收入综合分析表明,收入水平对甘蔗电力需求的价格弹性存在系统性影响。这一发现对能源政策的制定者非常重要,因为它表明,在提出公共政策以控制或鼓励使用可再生能源发电时,必须考虑到不同地区的不同收入水平。
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来源期刊
Environment, Development and Sustainability
Environment, Development and Sustainability Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
10.20
自引率
6.10%
发文量
754
期刊介绍: Environment, Development and Sustainability is an international and multidisciplinary journal covering all aspects of the environmental impacts of socio-economic development. It is also concerned with the complex interactions which occur between development and environment, and its purpose is to seek ways and means for achieving sustainability in all human activities aimed at such development. The subject matter of the journal includes the following and related issues: -mutual interactions among society, development and environment, and their implications for sustainable development -technical, economic, ethical and philosophical aspects of sustainable development -global sustainability - the obstacles and ways in which they could be overcome -local and regional sustainability initiatives, their practical implementation, and relevance for use in a wider context -development and application of indicators of sustainability -development, verification, implementation and monitoring of policies for sustainable development -sustainable use of land, water, energy and biological resources in development -impacts of agriculture and forestry activities on soil and aquatic ecosystems and biodiversity -effects of energy use and global climate change on development and sustainability -impacts of population growth and human activities on food and other essential resources for development -role of national and international agencies, and of international aid and trade arrangements in sustainable development -social and cultural contexts of sustainable development -role of education and public awareness in sustainable development -role of political and economic instruments in sustainable development -shortcomings of sustainable development and its alternatives.
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