Optimal Distributed Generation and Capacitor placement in Power Distribution Networks for Power Loss Minimization

被引:0
作者
Imran, Mohamed A. [1 ]
Kowsalya, M. [1 ]
机构
[1] VIT Univ, Sch Elect Engn, Vellore, Tamil Nadu, India
来源
2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE) | 2014年
关键词
Distributed Generation; Capacitor placement; Bacterial Foraging Optimization Algorithm; Power Loss Minimization; Distribution system; DISTRIBUTION-SYSTEMS; RECONFIGURATION; ALLOCATION; DG; OPTIMIZATION;
D O I
暂无
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 paper presents a new combined technique for minimizing the power loss in distribution system by optimal Distributed Generation (DG) installation together with capacitor placement. Sensitivity analysis is used to identify the optimal candidate locations of DGs and capacitor placement. Bacterial Foraging Optimization Algorithm (BFOA) is applied to find the optimal size of DGs and capacitors. BFOA is a swarm intelligence technique which models the individual and group foraging policies of the E. coli bacteria as a distributed optimization process. The technical constraints of voltage and branch current carrying capacity are included in the assessment of the objective function. Different cases of DG and capacitor placement are considered to assess the performance of the proposed method. Proposed method has been tested on IEEE 33-bus radial distribution system and the results obtained are encouraging.
引用
收藏
页数:6
相关论文
共 19 条
[1]   An analytical approach for DG allocation in primary distribution network [J].
Acharya, Naresh ;
Mahat, Pukar ;
Mithulananthan, N. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2006, 28 (10) :669-678
[2]   OPTIMAL CAPACITOR PLACEMENT ON RADIAL-DISTRIBUTION SYSTEMS [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :725-734
[3]   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
[4]   Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: An Analysis [J].
Dasgupta, Sambarta ;
Das, Swagatam ;
Abraham, Ajith ;
Biswas, Arijit .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (04) :919-941
[5]   Capacitor placement for net saving maximization and system stability enhancement in distribution networks using artificial bee colony-based approach [J].
El-Fergany, Attia A. ;
Abdelaziz, Almoataz Y. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 :235-243
[6]   Optimal capacitor allocations using evolutionary algorithms [J].
El-Fergany, Attia A. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2013, 7 (06) :593-601
[7]   Optimal Distributed Generation Placement in Power Distribution Networks: Models, Methods, and Future Research [J].
Georgilakis, Pavlos S. ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (03) :3420-3428
[8]   A novel approach to identify optimal access point and capacity of multiple DGs in a small, medium and large scale radial distribution systems [J].
Injeti, Satish Kumar ;
Kumar, N. Prema .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 45 (01) :142-151
[9]   Optimal placement of different type of DG sources in distribution networks [J].
Kansal, Satish ;
Kumar, Vishal ;
Tyagi, Barjeev .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 :752-760
[10]   Power system reconfiguration and loss minimization for an distribution systems using bacterial foraging optimization algorithm [J].
Kumar, K. Sathish ;
Jayabarathi, T. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 36 (01) :13-17