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几种电网储能技术的可持续性比较评估
A comparative sustainability assessment of several grid energy storage technologies
| 作者 | Roque Aguado Molin · Juan JoséCartelle Barros · María del Pilarde la Cruz López · Manuel Lara Coira · Alfredodel Caño Gochi |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 396 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | First application of MIVES–Monte Carlo method in the energy storage sector. |
语言:
中文摘要
摘要 全球能源转型向低碳经济迈进,推动了可变能源在电力市场中的日益普及。间歇性可再生能源的前所未有的部署,使电力行业的决策者面临在不同储能技术之间进行选择的挑战,这一选择必须基于可持续性标准。现有研究存在诸多不足,包括缺乏社会维度、采用违背可持续发展的权重方法,或应用易受排序逆转问题影响的方法论等。为弥补当前知识的空白,本研究提出了一种用于评估电网储能技术全球可持续性的新型概率模型。该模型基于MIVES(可持续性评估综合价值模型)–蒙特卡洛方法,结合了需求树、价值函数、层次分析法和概率模拟。模型包含19个指标,能够为每种技术计算出一个可持续性指数(SI),以及分别反映经济、社会、环境和技术维度的部分指数。通过广泛的文献综述获取的数据,结合专家意见以及基于线性相关性的估算方法,解决了社会与环境指标评估中的挑战。该模型应用于六种技术:抽水蓄能(PHES)、压缩空气储能(CAES)、液态空气储能(LAES)、全钒液流电池(VRFB)、钠硫电池(NaSB)和氢储能(HES)。研究还包括全面的敏感性分析。据作者所知,目前尚无其他研究采用本文提出的创新方法,也未有任何相关研究达到本研究的广度与深度。在可持续性的经济、社会、环境和技术四个维度中,表现最优的技术分别为CAES、VRFB、LAES和PHES。就整体可持续性而言,VRFB、LAES和PHES是最佳选择,而HES始终排名最低。NaSB和CAES则处于中间位置。
English Abstract
Abstract The global energy transition toward a low-carbon economy is driving increasing penetration of variable energy sources into electricity markets. This unprecedented deployment of intermittent renewables confronts decision-makers in the electricity sector with the challenge of selecting among different energy storage technologies, a choice that must be made on the basis of sustainability criteria. Existing studies present shortcomings, including the absence of the social dimension, the use of weights against sustainable development, or the application of methodologies affected by the rank reversal issue, among others. To address gaps in current knowledge, this study presents a novel probabilistic model for assessing the global sustainability of grid energy storage technologies. The model is based on the MIVES ( Modelo Integrado de Valor para una Evaluación Sostenible )–Monte Carlo method, which combines requirement trees, value functions, the analytic hierarchy process, and probabilistic simulations. It consists of 19 indicators and makes it possible to obtain a sustainability index ( SI ), as well as partial economic, social, environmental, and technical indices for each technology. Data from an extensive literature review were integrated with expert input and estimations based on linear correlations to address challenges in assessing social and environmental indicators. The model was applied to six technologies: pumped hydroelectric energy storage (PHES), compressed air energy storage (CAES), liquid air energy storage (LAES), vanadium redox flow batteries (VRFB), sodium-sulfur batteries (NaSB), and hydrogen energy storage (HES). A comprehensive sensitivity analysis is also included. To the best of the authors’ knowledge, no existing study has utilized the innovative methodology presented in this paper, nor has any related research achieved the scope and depth proposed here. The top-performing technologies identified for the economic, social, environmental, and technical dimensions of sustainability are CAES, VRFB, LAES, and PHES, respectively. In terms of global sustainability, VRFB, LAES and PHES are the best options, while HES consistently ranks last. NaSB and CAES occupy intermediate positions.
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SunView 深度解读
该研究对阳光电源储能技术选型具有重要参考价值。研究表明钒液流电池(VRFB)、液态空气储能(LAES)和抽水蓄能在全球可持续性评估中表现最优,氢储能排名靠后。这为阳光电源ST系列储能变流器和PowerTitan系统的技术路线验证提供依据,建议优先聚焦电化学储能领域的VRFB技术集成,结合GFM控制和VSG技术提升电网友好性。同时,研究的多维度可持续性评估模型(经济、社会、环境、技术)可应用于iSolarCloud平台,为客户提供储能方案全生命周期评估工具,增强系统优化和智能运维能力,支撑公司在储能系统集成商角色中的技术决策。