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دسته بندی:
محاسبات کوانتومی - Quantum-Computing
سال انتشار:
2022
عنوان انگلیسی مقاله:
Quantum computing in power systems
ترجمه فارسی عنوان مقاله:
محاسبات کوانتومی در سیستم های قدرت
منبع:
ieee - https://doi:org/10:23919/IEN:2022:0021
نویسنده:
چکیده انگلیسی:
Electric power systems provide the backbone of modern industrial societies. Enabling scalable grid analytics is the keystone to
successfully operating large transmission and distribution systems. However, today’ s power systems are suffering from everincreasing computational burdens in sustaining the expanding communities and deep integration of renewable energy resources,
as well as managing huge volumes of data accordingly. These unprecedented challenges call for transformative analytics to support
the resilient operations of power systems. Recently, the explosive growth of quantum computing techniques has ignited new hopes
of revolutionizing power system computations. Quantum computing harnesses quantum mechanisms to solve traditionally
intractable computational problems, which may lead to ultra-scalable and efficient power grid analytics. This paper reviews the
newly emerging application of quantum computing techniques in power systems. We present a comprehensive overview of existing
quantum-engineered power analytics from different operation perspectives, including static analysis, transient analysis, stochastic
analysis, optimization, stability, and control. We thoroughly discuss the related quantum algorithms, their benefits and limitations,
hardware implementations, and recommended practices. We also review the quantum networking techniques to ensure secure
communication of power systems in the quantum era. Finally, we discuss challenges and future research directions. This paper will
hopefully stimulate increasing attention to the development of quantum-engineered smart grids.
keywords: Quantum computing | power system | variational quantum algorithms | quantum optimization | quantum machine learning | quantum security.
قیمت: رایگان
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