Designing circular economy strategies in distributed generation for small- and medium-sized enterprises using Monte Carlo simulation

IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL
Jaime González-Domínguez, Gonzalo Sánchez-Barroso, Francisco Zamora-Polo, Justo García-Sanz-Calcedo
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Abstract

The circular economy (CE) strategies in energy communities enable firms to efficiently manage the excess of photovoltaic energy they produce, and thereby enhance their sustainability. Thus, the present research aims to compare the economic and financial profitability and greenhouse gas (GHG) emissions of shared photovoltaic self-consumption versus individual self-consumption in the region of Extremadura (Spain). Six firms with complementary energy profiles were selected, analyzing their hourly energy consumption. In addition, the Monte Carlo method was used to generate 30,000 simulations, reducing the uncertainty caused by the variability of the firms' energy consumption. The results show that collective generation covers the energy needs more efficiently, reducing the cost of energy consumed by 14.38% and generating better cost–benefit ratio. They also show that the CE strategy of the energy community allows firms to obtain a considerable reduction of GHG emissions associated with the photovoltaic energy consumed.

Abstract Image

利用蒙特卡洛模拟为中小企业设计分布式发电的循环经济战略
能源社区的循环经济(CE)战略使企业能够有效管理其生产的过剩光伏能源,从而提高其可持续性。因此,本研究旨在比较埃斯特雷马杜拉地区(西班牙)共享光伏自消费与个人自消费的经济和财务盈利能力以及温室气体(GHG)排放量。我们选择了六家具有互补能源特征的企业,分析了它们每小时的能源消耗情况。此外,还使用蒙特卡洛法进行了 30,000 次模拟,以减少企业能源消耗变化带来的不确定性。结果表明,集体发电更有效地满足了能源需求,降低了 14.38% 的能源消耗成本,产生了更好的成本效益比。研究还表明,能源社区的 CE 战略可使企业大幅减少与光伏能源消耗相关的温室气体排放。
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来源期刊
Journal of Industrial Ecology
Journal of Industrial Ecology 环境科学-环境科学
CiteScore
11.60
自引率
8.50%
发文量
117
审稿时长
12-24 weeks
期刊介绍: The Journal of Industrial Ecology addresses a series of related topics: material and energy flows studies (''industrial metabolism'') technological change dematerialization and decarbonization life cycle planning, design and assessment design for the environment extended producer responsibility (''product stewardship'') eco-industrial parks (''industrial symbiosis'') product-oriented environmental policy eco-efficiency Journal of Industrial Ecology is open to and encourages submissions that are interdisciplinary in approach. In addition to more formal academic papers, the journal seeks to provide a forum for continuing exchange of information and opinions through contributions from scholars, environmental managers, policymakers, advocates and others involved in environmental science, management and policy.
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