کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
704802 1460906 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Programmable logic design of a compact Genetic Algorithm for phasor estimation in real-time
ترجمه فارسی عنوان
طراحی منطقی قابل برنامه ریزی یک الگوریتم ژنتیک جمع و جور برای برآورد فازور در زمان واقعی
کلمات کلیدی
برآورد فازور، الگوریتم ژنتیک، آرایه دروازه قابل برنامه ریزی برنامه انتقال جایگزین
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
چکیده انگلیسی


• The paper presents a novel application of Genetic Algorithms in PMU development.
• The proposed method presents the frequency estimation, as well as the amplitude and phase.
• The efficiency of a compact Genetic Algorithms for phasor estimation is highlighted.
• The accuracy of the method presents a faster recovering time in transient situations if compared to conventional methods.
• A complete power system was simulated for testing purposes and the proposed technique was implemented in hardware (FPGA).

The main objective of this work is to present an efficient method for phasor estimation based on a compact Genetic Algorithm (cGA) implemented in Field Programmable Gate Array (FPGA). To validate the proposed method, an Electrical Power System (EPS) simulated by the Alternative Transients Program (ATP) provides data to be used by the cGA. This data is as close as possible to the actual data provided by the EPS. Real life situations such as islanding, sudden load increase and permanent faults were considered. The implementation aims to take advantage of the inherent parallelism in Genetic Algorithms in a compact and optimized way, making them an attractive option for practical applications in real-time estimations concerning Phasor Measurement Units (PMUs).

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Electric Power Systems Research - Volume 107, February 2014, Pages 109–118
نویسندگان
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