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Optimal Allocation and Hourly Scheduling of Capacitor Banks Using Sine Cosine Algorithm for Maximizing Technical and Economic Benefits
被引:28
作者:
Abdelsalam, Abdelazeem A.
[1
,2
]
Mansour, Hany S. E.
[1
]
机构:
[1] Suez Canal Univ, Fac Engn, Elect Engn Dept, Ismailia 41522, Egypt
[2] Univ Ontario, Inst Technol, Fac Energy Syst & Nucl Sci, Oshawa, ON, Canada
关键词:
distribution networks;
optimization;
sine cosine algorithm;
capacitor banks;
switched capacitors;
POWER LOSS REDUCTION;
DISTRIBUTION-SYSTEMS;
PLACEMENT PROBLEM;
RELIABILITY;
RECONFIGURATION;
GENERATION;
COST;
D O I:
10.1080/15325008.2019.1629513
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
This article introduces a problem solution of optimal allocation and hourly scheduling of capacitor banks (C-Bs) using the sine cosine optimization algorithm (SCA) to maximize the cost saving and enhance the system reliability. The impact of reliability enhancement reveals in the objective function as a reduction of energy not supplied cost. The optimal location and size of C-Bs are determined based on two strategies; strategy 1, loss sensitivity factor is used to select the candidate buses after that optimal size of C-Bs is determined by SCA while in strategy 2, the optimal location and size of C-Bs are determined by SCA. The proposed algorithm is tested on IEEE 33 and 69-bus radial distribution systems with different scenarios of single and multi-C-Bs installation. Also the daily load variations have been considered to optimally schedule switched C-Bs steps. The simulation results using Matlab programing environment have been verified using the non-parametric Wilcoxon signed rank statistical test. The superiority of proposed algorithm is also ensured by comparing its results with other optimization methods.
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页码:1025 / 1039
页数:15
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