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.
引用
收藏
页码:1025 / 1039
页数:15
相关论文
共 38 条
[1]   Flower Pollination Algorithm and Loss Sensitivity Factors for optimal sizing and placement of capacitors in radial distribution systems [J].
Abdelaziz, A. Y. ;
Ali, E. S. ;
Abd Elazim, S. M. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 :207-214
[2]   Optimal capacitor placement in distribution systems for power loss reduction and voltage profile improvement [J].
Abou El-Ela, Adel Ali ;
El-Sehiemy, Ragab A. ;
Kinawy, Abdel-Mohsen ;
Mouwafi, Mohamed Taha .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (05) :1209-1221
[3]   Improved Harmony Algorithm and Power Loss Index for optimal locations and sizing of capacitors in radial distribution systems [J].
Ali, E. S. ;
Abd Elazim, S. M. ;
Abdelaziz, A. Y. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 80 :252-263
[4]   Optimum shunt capacitor placement in distribution system-A review and comparative study [J].
Aman, M. M. ;
Jasmon, G. B. ;
Bakar, A. H. A. ;
Mokhlis, H. ;
Karimi, M. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 30 :429-439
[5]   Capacitor placement in distribution systems for power loss reduction and voltage improvement: a new methodology [J].
Askarzadeh, Alireza .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (14) :3631-3638
[6]   DG Planning with Amalgamation of Operational and Reliability Considerations [J].
Battu, Neelakanteshwar Rao ;
Abhyankar, A. R. ;
Senroy, Nilanjan .
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2016, 17 (02) :131-141
[7]   DG planning with amalgamation of economic and reliability considerations [J].
Battu, Neelakanteshwar Rao ;
Abhyankar, A. R. ;
Senroy, Nilanjan .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 :273-282
[8]   A clustering-ranking method for many-objective optimization [J].
Cai, Lei ;
Qu, Shiru ;
Yuan, Yuan ;
Yao, Xin .
APPLIED SOFT COMPUTING, 2015, 35 :681-694
[9]   A Heuristic Constructive Algorithm for Capacitor Placement on Distribution Systems [J].
da Silva, Ivo Chaves, Jr. ;
Carneiro, Sandoval, Jr. ;
de Oliveira, Edimar Jose ;
Costa, Jeferson de Souza ;
Rezende Pereira, Jose Lutz ;
Nepomuceno Garcia, Paulo Augusto .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (04) :1619-1626
[10]   Optimal placement of capacitors in radial distribution system using a Fuzzy-GA method [J].
Das, D. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2008, 30 (6-7) :361-367