Capacitor placement in distribution systems for power loss reduction and voltage improvement: a new methodology

被引:102
作者
Askarzadeh, Alireza [1 ]
机构
[1] Grad Univ Adv Technol, Inst Sci & High Technol & Environm Sci, Dept Energy Management & Optimizat, Kerman, Iran
关键词
reactive power; distribution networks; search problems; combinatorial mathematics; power capacitors; optimisation; capacitor placement; distribution systems; power loss reduction; voltage improvement; reactive power compensation; shunt capacitors; electrical distribution networks; voltage profile; feeder capacity; complex combinatorial optimisation problem; objective function; capacitor installation costs; metaheuristic technique; crow search algorithm; CSA; population-based technique; food sources; RADIAL-DISTRIBUTION FEEDERS; SHUNT CAPACITORS; GENETIC ALGORITHM; ALLOCATION; LOCATION; SIZE;
D O I
10.1049/iet-gtd.2016.0419
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
For compensating reactive power, shunt capacitors are often installed in electrical distribution networks. Consequently, in such systems, power loss reduces, voltage profile improves and feeder capacity releases. However, finding optimal size and location of capacitors in distribution networks is a complex combinatorial optimisation problem. In such problem, an objective function which is usually defined based on power losses and capacitor installation costs should be minimised subject to operational limitations. In this study, a newly developed metaheuristic technique, named crow search algorithm (CSA), is proposed for finding the optimal placement of the capacitors in a distribution network. CSA is a population-based technique inspired by the greedy behaviour of crows in finding better food sources. The main reasons of using CSA are its easy implementation, few parameters to adjust, fast convergence speed and high efficiency. In the case studies, simulated results indicate that the proposed CSA produces more accurate results than the other studied search methods.
引用
收藏
页码:3631 / 3638
页数:8
相关论文
共 35 条
[1]   A NEW TECHNIQUE FOR LOSS REDUCTION USING COMPENSATING CAPACITORS APPLIED TO DISTRIBUTION-SYSTEMS WITH VARYING LOAD CONDITION [J].
ABDELSALAM, TS ;
CHIKHANI, AY ;
HACKAM, R .
IEEE TRANSACTIONS ON POWER DELIVERY, 1994, 9 (02) :819-827
[2]   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
[3]   A novel metaheuristic method for solving constrained engineering optimization problems: Crow search algorithm [J].
Askarzadeh, Alireza .
COMPUTERS & STRUCTURES, 2016, 169 :1-12
[4]   ANALYTICAL METHOD OF CAPACITOR ALLOCATION ON DISTRIBUTION PRIMARY FEEDERS [J].
BAE, YG .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1978, 97 (04) :1232-1238
[5]   SHUNT CAPACITOR SIZING FOR RADIAL-DISTRIBUTION FEEDERS WITH DISTORTED SUBSTATION VOLTAGES [J].
BAGHZOUZ, Y ;
ERTEM, S .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (02) :650-657
[6]   EFFICIENT INTEGER OPTIMIZATION ALGORITHMS FOR OPTIMAL COORDINATION OF CAPACITORS AND REGULATORS [J].
BALDICK, R ;
WU, FF .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (03) :805-812
[7]   OPTIMAL CAPACITOR PLACEMENT ON RADIAL-DISTRIBUTION SYSTEMS [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :725-734
[8]   OPTIMAL SIZING OF CAPACITORS PLACED ON A RADIAL-DISTRIBUTION SYSTEM [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :735-743
[9]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[10]   OPTIMAL CAPACITOR PLACEMENT IN DISTRIBUTION-SYSTEMS BY GENETIC ALGORITHM [J].
BOONE, G ;
CHIANG, HD .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1993, 15 (03) :155-162