A conceptual meta-level digital twin architecture for energy communities in Romania and other ex-communist countries

IF 2.3 4区 环境科学与生态学 Q3 ENGINEERING, CHEMICAL
Simona-Vasilica Oprea, Adela Bâra
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Abstract

In contrast to the prevalent ecological motivations seen in European Energy Communities (ECs), in Romania, the driving forces behind EC initiatives are somewhat different. Approximately 60% of these initiatives are primarily focused on addressing energy poverty. The remaining 40% are primarily driven by a desire for energy autonomy. This article explores the intricate landscape of EC projects, focusing on their role in aligning with climate change necessities. We delve into the current state of the energy industry, identifying critical needs, gaps, and challenges that hinder their full potential. Furthermore, we propose potential research directions to bridge these gaps, emphasizing the development of a Meta-level digital twin (DT) architecture. It aims to enhance decision-making processes by simulating energy systems and their real-time responses to various scenarios and regulatory changes. Then, we focus on cost-effectiveness of installing PV systems in Romania and estimate the current technical potential for households (12.9 GW) and prosumers' PV installations in 2030 and 2050. To forecast the adoption of PV from 2025 to 2030 and 2050, the proposed model relies on several assumptions, such as annual decreases in CAPEX by 1%, in OPEX by 0.15%, increment in electricity prices by 0.1% per year, degradation rate of 0.1% per year for PV systems. The following projections are obtained for 2030 (3948 MW) and for 2050 (5265 MW), estimating that the growth rate from 2030 to 2050 will be 33%.

罗马尼亚和其他前共产主义国家能源社区的概念元级数字孪生架构
与欧洲能源共同体(ECs)中普遍存在的生态动机相反,在罗马尼亚,欧洲能源共同体倡议背后的驱动力有些不同。这些倡议中大约60%主要集中在解决能源贫困问题上。剩下的40%主要是出于对能源自主的渴望。本文探讨了EC项目的复杂景观,重点关注它们在与气候变化需求保持一致方面的作用。我们深入研究能源行业的现状,找出阻碍其充分发挥潜力的关键需求、差距和挑战。此外,我们提出了潜在的研究方向来弥补这些差距,强调发展元级数字孪生(DT)架构。它旨在通过模拟能源系统及其对各种情景和监管变化的实时响应来增强决策过程。然后,我们将重点放在罗马尼亚安装光伏系统的成本效益上,并估计2030年和2050年家庭(12.9 GW)和消费者光伏安装的当前技术潜力。为了预测2025年至2030年和2050年光伏的采用情况,所提出的模型依赖于几个假设,例如资本支出每年下降1%,运营支出每年下降0.15%,电价每年增长0.1%,光伏系统的退化率每年0.1%。以下是对2030年(3948兆瓦)和2050年(5265兆瓦)的预测,估计2030年至2050年的增长率将为33%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environmental Progress & Sustainable Energy
Environmental Progress & Sustainable Energy 环境科学-工程:化工
CiteScore
5.00
自引率
3.60%
发文量
231
审稿时长
4.3 months
期刊介绍: Environmental Progress , a quarterly publication of the American Institute of Chemical Engineers, reports on critical issues like remediation and treatment of solid or aqueous wastes, air pollution, sustainability, and sustainable energy. Each issue helps chemical engineers (and those in related fields) stay on top of technological advances in all areas associated with the environment through feature articles, updates, book and software reviews, and editorials.
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