Integration of distributed generation for assessment of distribution system reliability considering power loss, voltage stability and voltage deviation

被引:25
作者
Dixit, Mukul [1 ]
Kundu, Prasanta [1 ]
Jariwala, Hitesh R. [1 ]
机构
[1] SV Natl Inst Technol, Dept Elect Engn, Surat 395007, Gujarat, India
来源
ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS | 2019年 / 10卷 / 02期
关键词
DG placement; Distribution network reliability; Modified Gbest-guided artificial bee colony algorithm; Power loss; Voltage deviation; DISTRIBUTION FEEDER RECONFIGURATION; OPTIMAL PLACEMENT; DISTRIBUTION NETWORK; ALGORITHM; ENHANCEMENT; ALLOCATION; DG; IMPROVEMENT; OPERATION; CAPACITOR;
D O I
10.1007/s12667-017-0248-6
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a combined scheme for solving optimal distributed generation (DG) placement and reliability assessment problem of distribution network. This has been solved through meta-heuristic based novel Modified Gbest-guided artificial bee colony (MGABC) optimization algorithm for the purpose of power loss reduction, index of voltage stability (IVS) improvement and voltage level enhancement. In addition to that, it also identifies the optimal values of rate of failure and time of repair of various distribution lines for enhancement of distribution reliability. Therefore to achieve these proposed objectives, three multi-objective functions are formulated. First multi-objective function is formed by combining purchased active power cost from grid, power loss cost, DG installation cost, DG operation and maintenance (O&M) cost, reliability cost, IVS and total voltage deviation. Second objective function is reliability based cost function with the consideration of DG units and the third one is comprehensive multi-objective function associated with first and second objective functions for solving DG placement and reliability enhancement problem simultaneously. The proposed problem is demonstrated on 8-bus distribution system. Obtained numerical outcomes illustrate that, simultaneous solving DG placement problem and reliability enhancement problem leads to reduction of total operating cost, total voltage deviation, power loss and improvement in IVS significantly. Furthermore, the results obtained through MGABC optimization algorithm are compared to other intelligence technique for highlighting the capability and superiority of proposed methodology.
引用
收藏
页码:489 / 515
页数:27
相关论文
共 45 条
[1]   Distributed generation:: a definition [J].
Ackermann, T ;
Andersson, G ;
Söder, L .
ELECTRIC POWER SYSTEMS RESEARCH, 2001, 57 (03) :195-204
[2]   Optimal Placement and Sizing Method to Improve the Voltage Stability Margin in a Distribution System Using Distributed Generation [J].
Al Abri, R. S. ;
El-Saadany, Ehab F. ;
Atwa, Yasser M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) :326-334
[3]   Reconfiguration of Power Distribution Systems Considering Reliability and Power Loss [J].
Amanulla, B. ;
Chakrabarti, Saikat ;
Singh, S. N. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) :918-926
[4]  
[Anonymous], 1996, Reliability Evaluation of Power Systems, DOI DOI 10.1007/978-1-4615-7731-7
[5]   Reliability evaluation and enhancement of distribution systems in the presence of distributed generation based on standby mode [J].
Arya, Rajesh ;
Choube, S. C. ;
Arya, L. D. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 43 (01) :607-616
[6]   Reliability enhancement of a radial distribution system using coordinated aggregation based particle swarm optimization considering customer and energy based indices [J].
Arya, Rajesh ;
Choube, S. C. ;
Arya, L. D. ;
Kothari, D. P. .
APPLIED SOFT COMPUTING, 2012, 12 (11) :3325-3331
[7]   Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization [J].
Atwa, Y. M. ;
El-Saadany, E. F. ;
Salama, M. M. A. ;
Seethapathy, R. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :360-370
[8]   Reliability Evaluation for Distribution System With Renewable Distributed Generation During Islanded Mode of Operation [J].
Atwa, Yasser M. ;
El-Saadany, Ehab F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (02) :572-581
[9]   Optimal ESS Allocation and Load Shedding for Improving Distribution System Reliability [J].
Awad, Ahmed S. A. ;
EL-Fouly, Tarek H. M. ;
Salama, Magdy M. A. .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (05) :2339-2349
[10]   Optimal Distributed Generation Allocation and Load Shedding for Improving Distribution System Reliability [J].
Awad, Ahmed S. A. ;
El-Fouly, Tarek H. M. ;
Salama, Magdy M. A. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2014, 42 (06) :576-584