利用量子潮流进行智能电网联合仿真

Dominik Vereno, A. Khodaei, C. Neureiter, S. Lehnhoff
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引用次数: 1

摘要

我们的电力基础设施正变得越来越复杂和多样化。因此,整体分析网格越来越具有挑战性。联合仿真,即独立子系统模拟器的协调执行,本质上很适合处理这些挑战。然而,计算模拟电网内潮流的计算需求可能会限制大规模联合模拟的可扩展性。量子计算的最新进展为这些担忧提供了一个潜在的解决方案:计算范式具有指数级加速能量流动的潜力。为了利用这些功能进行智能电网模拟,我们提出了量子-经典联合模拟:将运行在量子硬件上的模拟器与经典联合模拟集成在一起。具体而言,我们专注于在智能电网联合模拟中利用量子功率流。这一概念对于需要全面的电网模拟和其可扩展性受到潮流计算特性阻碍的应用是有希望的。本文重点介绍了量子-经典联合仿真的概念,并强调了其在支持智能电网分析方面的重要性和应用。我们通过推荐五项研究路线图来鼓励和促进研究。我们还对实施这一概念的潜在障碍进行了详细的讨论,以帮助将其理论价值带到实践中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploiting Quantum Power Flow in Smart Grid Co-Simulation
Our electricity infrastructure is getting more complex and heterogeneous. Holistically analyzing grids is therefore increasingly challenging. Co-simulation, i.e. the coordinated execution of independent subsystem simulators, is inherently well suited to handling these challenges. However, the computational needs of calculating power flows within the simulated grid may limit the scalability for large-scale co-simulations. Recent advances in quantum computing offer a potential solution to these concerns: The computing paradigm‘s potential for exponentially speeding up power flow has been shown. To utilize these capabilities for smart grid simulations, we propose quantum–classical co-simulation: integrating simulators running on quantum hardware with an otherwise classical co-simulation. Specifically, we focus on exploiting quantum power flow in smart grid co-simulations. This concept is promising for applications that require comprehensive grid simulation and whose scalability is impeded by the computational properties of power flow. This paper highlights the concept of quantum–classical co-simulation, and advocates for its criticality and applications in supporting smart grid analytics. We encourage and facilitate research by recommending a five-item research roadmap. We also provide a detailed discussion on the potential obstacles in implementing this concept, to help bring its theoretical value to practice.
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