城市多能源系统的数字化--数字孪生在生命周期各阶段的应用进展

IF 13 Q1 ENERGY & FUELS
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引用次数: 0

摘要

包含分布式能源资源的城市多能源系统(UMES)对未来的低碳能源系统至关重要。这些系统需要复杂的解决方案,包括增加可再生能源的集成度、通过电气化提高效率,以及通过多个部门和基础设施之间的部门耦合利用协同效应。数字化和物联网为网络-物理城市多能源系统的设计-建造-运行工作流程带来了新的机遇。在此背景下,数字孪生有望在管理城市多能源系统中资产、系统和参与者的复杂集成方面发挥关键作用。本综述首先探讨了城市多能源系统所面临的挑战,从而探讨了城市多能源系统的数字孪生机遇。然后回顾数字孪生架构、能源系统数据类别、语义本体和数据管理解决方案的最新进展,以应对日益增长的数据需求和建模复杂性。数字孪生提供了一个客观、全面的信息库,涵盖了整个设计、运行、退役和再利用生命周期的各个阶段,加强了利益相关者之间的协同决策。本综述还强调,未来的研究应侧重于扩大数字孪生的规模,以管理城市环境的复杂性。一个关键的挑战仍然是确定标准化的本体,以实现能源系统和部门之间的无缝数据交换和互操作性。随着技术的成熟,未来的研究需要探索数字孪生的社会经济和监管影响,确保向智能能源系统的过渡在技术上是合理的,在社会上是公平的。本文最后就如何在城市多能源系统中实施数字孪生提出了一系列建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Digitalization of urban multi-energy systems – Advances in digital twin applications across life-cycle phases

Digitalization of urban multi-energy systems – Advances in digital twin applications across life-cycle phases
Urban multi-energy systems (UMES) incorporating distributed energy resources are vital to future low-carbon energy systems. These systems demand complex solutions, including increased integration of renewables, improved efficiency through electrification, and exploitation of synergies via sector coupling across multiple sectors and infrastructures. Digitalization and the Internet of Things bring new opportunities for the design-build-operate workflow of the cyber-physical urban multi-energy systems. In this context, digital twins are expected to play a crucial role in managing the intricate integration of assets, systems, and actors within urban multi-energy systems. This review explores digital twin opportunities for urban multi-energy systems by first considering the challenges of urban multi energy systems. It then reviews recent advancements in digital twin architectures, energy system data categories, semantic ontologies, and data management solutions, addressing the growing data demands and modelling complexities. Digital twins provide an objective and comprehensive information base covering the entire design, operation, decommissioning, and reuse lifecycle phases, enhancing collaborative decision-making among stakeholders. This review also highlights that future research should focus on scaling digital twins to manage the complexities of urban environments. A key challenge remains in identifying standardized ontologies for seamless data exchange and interoperability between energy systems and sectors. As the technology matures, future research is required to explore the socio-economic and regulatory implications of digital twins, ensuring that the transition to smart energy systems is both technologically sound and socially equitable. The paper concludes by making a series of recommendations on how digital twins could be implemented for urban multi energy systems.
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来源期刊
Advances in Applied Energy
Advances in Applied Energy Energy-General Energy
CiteScore
23.90
自引率
0.00%
发文量
36
审稿时长
21 days
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