Petri Nets for Smart Grids: The Story So Far

Mouzhi Ge, Bruno Rossi, Stanislav Chren, José Miguel Blanco
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Abstract

Since the energy domain is in a transformative shift towards sustainability, the integration of new technologies and smart systems into traditional power grids has emerged. As an effective approach, Petri Nets (PN) have been applied to model and analyze the complex dynamics in Smart Grid (SG) environments. However, we are currently missing an overview of types of PNs applied to different areas and problems related to SGs. Therefore, this paper proposes four fundamental research questions related to the application areas of PNs in SGs, PNs types, aspects modelled by PNs in the identified areas, and the validation methods in the evaluation. The answers to the research questions are derived from a comprehensive and interdisciplinary literature analysis. The results capture a valuable overview of PNs applications in the global energy landscape and can offer indications for future research directions.
智能电网的 Petri 网:迄今为止的故事
由于能源领域正在向可持续发展转型,因此出现了将新技术和智能系统集成到传统电网中的问题。作为一种有效的方法,Petri 网(PN)已被用于对智能电网(SG)环境中的复杂动态进行建模和分析。然而,目前我们还缺少对应用于不同领域和与 SG 相关问题的 PN 类型的概述。因此,本文提出了四个基本研究问题,分别涉及 PN 在智能电网中的应用领域、PN 类型、PN 在已确定领域中的建模方面以及评估中的验证方法。研究问题的答案来自全面的跨学科文献分析。研究结果对 PNs 在全球能源领域的应用进行了有价值的概述,并为未来的研究方向提供了参考。
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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