دسته بندی:
محاسبات کوانتومی - Quantum-Computing
سال انتشار:
2022
عنوان انگلیسی مقاله:
Quantum-Inspired Power System Reliability Assessment
ترجمه فارسی عنوان مقاله:
ارزیابی قابلیت اطمینان سیستم قدرت با الهام از کوانتومی
منبع:
ieee - ieee Transactions on Power Systems;2022;PP;99;10:1109/TPWRS:2022:3204393
نویسنده:
Nima Nikmehr; Peng Zhang
چکیده انگلیسی:
To enable an in-depth study of power system operation and planning, the assessment of standard reliability indices
is inevitable. The Monte Carlo Simulation (MCS) approach is
a broadly used method in replacing the analytical methods in
reliability indices assessment. The accuracy of MCS, however,
highly depends on the sampling size, and hence, a complicated
system with large number of components requires a large sampling
size and daunting computational effort. To address this shortcoming, this paper attempts to take advantage of potentials of the
quantum computing (QC) for power system reliability assessment
by realizing the following contributions: 1) an innovative quantum
model designed for reliability assessment; 2) a quantum circuit
that achieves the quadratic speed up compared to the classical
MCS method; 3) an efficient quantum amplitude estimation
(QAE) algorithm to accurately evaluate the reliability indices.
The accuracy and efficacy of the quantum reliability method are
extensively verified and demonstrated on both radial and mesh
distribution systems.
Index Terms—Quantum computing | Quantum amplitude estimation | Reliability assessment | Distribution systems
قیمت: رایگان
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