Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization
- Faculty of Electrical and Computer Engineering, Shahid Beheshti University, Tehran, G.C, 1983963113, IR
- Faculty of Engineering and Technology, Imam Khomeini International University, Qazvin, 1681834149, IR
- School of Electrical, Electronics and Robotics Engineering, Shahrood University of Technology, Shahrood, 3619995161, IR Mazandaran Electric Distribution Co, Sari, 4816669535, IR
Published in Issue 2014-01-02
How to Cite
Sedighizadeh, M., Dakhem, M., Sarvi, M., & Kordkheili, H. H. (2014). Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization. International Journal of Energy and Environmental Engineering, 5(1 (April 2014). https://doi.org/10.1007/s40095-014-0073-9
HTML views: 84
PDF views: 102
Abstract
Abstract Optimal reconfiguration and capacitor placement are used to reduce power losses and keep the voltage within its allowable interval in power distribution systems considering voltage, current, and radial condition constraints. It is needed to solve two nonlinear discrete optimization problems simultaneously, so an intelligent algorithm is used to reach an optimum solution for network power losses. An effective method and a new optimization algorithm using ‘improved binary PSO’ is presented and discussed to minimize power losses in distribution network by simultaneous network reconfiguration and capacitor placement. The proposed model uses binary strings which represent the state of the network switches and capacitors. The algorithm is applied and tested on 16- and 33-bus IEEE test systems to find the optimum configuration of the network with regard to power losses. Five different cases are considered, and the effectiveness of the proposed technique is also demonstrated with improvements in power loss reduction compared to other previously researched methods, through MATLAB under steady-state conditions.Keywords
- Optimal capacitor placement,
- Optimal reconfiguration,
- Power loss reduction,
- Power distribution network,
- Improved binary particle swarm optimization
References
- Kayal and Chanda (2013) A simple and fast approach for allocation and size evaluation of distributed generation https://doi.org/10.1186/2251-6832-4-7
- Lal and Laturi (2012) Techno-economic analysis of a hybrid mini-grid system for Fiji islands https://doi.org/10.1186/2251-6832-3-10
- Islam (2012) Increasing wind energy penetration level using pumped hydro storage in island micro-grid system https://doi.org/10.1186/2251-6832-3-9
- Merlin and Back (1975) Search for a minimal loss operating spanning tree configuration for an urban power distribution system (pp. 1-18)
- Baran and Wu (1989) Network reconfiguration in distribution systems for loss reduction and load balancing 4(2) (pp. 1401-1407) https://doi.org/10.1109/61.25627
- Civanlar et al. (1988) Distribution feeder reconfiguration for loss reduction 3(3) (pp. 1217-1223) https://doi.org/10.1109/61.193906
- Broadwater et al. (1993) Time varying load analysis to reduce distribution losses through reconfiguration 8(1) (pp. 294-300) https://doi.org/10.1109/61.180349
- Shirmohammadi and Wayne Hong (1989) Reconfiguration of electric distribution network for resistive line losses reduction 4(2) (pp. 1492-1498) https://doi.org/10.1109/61.25637
- Nara et al. (1992) Implementation of genetic algorithm for distribution systems loss minimum reconfiguration (pp. 1044-1051) https://doi.org/10.1109/59.207317
- Huang (2002) Enhanced genetic algorithm-based fuzzy multi-objective approach to distribution network reconfiguration 149(5) (pp. 615-620) https://doi.org/10.1049/ip-gtd:20020512
- Jin et al. (2004) International Conference on Power System Technology (POWERCON 2004), Singapore (pp. 507-510)
- Su et al. (2005) Distribution network reconfiguration for loss reduction by ant colony search algorithm 75(2–3) (pp. 190-199) https://doi.org/10.1016/j.epsr.2005.03.002
- Chiang and Rene (1990) Optimal network reconfiguration in distribution systems: part 1: a new formulation and a solution methodology (pp. 1902-1908) https://doi.org/10.1109/61.103687
- Chiang and Rene (1992) Optimal network reconfiguration in distribution systems: part 2: solution algorithms and numerical results (pp. 1568-1574) https://doi.org/10.1109/61.58002
- SrinivasaRao et al. (2011) Optimal network reconfiguration of large-scale distribution system using harmony search algorithm (pp. 1080-1088) https://doi.org/10.1109/IDAMS.2010.2076839
- Grainger and Lee (1981) Optimum size and location of shunt capacitors for reduction of losses on distribution feeders (pp. 1105-1118) https://doi.org/10.1109/TPAS.1981.316577
- Lee and Grainger (1981) Optimum placement of fixed and switched capacitors on primary distribution feeders (pp. 345-352) https://doi.org/10.1109/TPAS.1981.316862
- Grainger and Lee (1982) Capacity release by shunt capacitor placement on distribution feeders: a new voltage-dependent model (pp. 1236-1244) https://doi.org/10.1109/TPAS.1982.317385
- Baran and Wu (1989) Optimal capacitor placement on radial distribution Systems
- Baran and Wu (1989) Optimal sizing of capacitors placed on a radial distribution system (pp. 735-743) https://doi.org/10.1109/61.19266
- Huang et al. (1996) Solving the capacitor placement problem in a radial distribution system using tabu search approach 11(4) (pp. 1868-1873) https://doi.org/10.1109/59.544656
- Sundhararajan and Pahwa (1994) Optimal selection of capacitor for radial distribution systems using a genetic algorithm 9(3) (pp. 1499-1507) https://doi.org/10.1109/59.336111
- El-Fergany (2013) Optimal capacitor allocations using evolutionary algorithms 7(6) (pp. 593-601) https://doi.org/10.1049/iet-gtd.2012.0661
- Peponis et al. (1996) Optimal operation of distribution networks 11(1) (pp. 59-67) https://doi.org/10.1109/59.485986
- Dan and Baldick (1996) Optimal electric distribution system switch reconfiguration and capacitor control 11(2) (pp. 890-897) https://doi.org/10.1109/59.496171
- Chang (2008) Reconfiguration and capacitor placement for loss reduction of distribution systems by ant colony search algorithm 23(4) (pp. 1747-1755) https://doi.org/10.1109/TPWRS.2008.2002169
- Rezaei and Vakilian (2010) (pp. 1-6)
- Rezaei et al. (2011) Reconfiguration and capacitor placement in radial distribution systems for loss reduction and reliability enhancement (pp. 1-6) IEEE
- Montoya and Ramirez (2012) Reconfiguration and optimal capacitor placement for losses reduction (pp. 1-6) IEEE
- Unknown (2009) Tehran
- Unknown (2009) Kermanshah
- Yuan et al. (2009) An improved binary particle swarm optimization for unit commitment problem (pp. 8049-8055) https://doi.org/10.1016/j.eswa.2008.10.047
- Gomes et al. (2006) A new distribution system reconfiguration approach using optimal power flow and sensitivity analysis for loss reduction 21(4) (pp. 1616-1623) https://doi.org/10.1109/TPWRS.2006.879290
- Keshavarz et al. (2013) Bio-objective function micro grid optimal operation on using a hybrid algorithm 5(14) (pp. 149-162)
10.1007/s40095-014-0073-9