Economical Optimization of Capacitor Placement for Large-Scale Practical Distorted Distribution Network

• Autorzy: Khalil Selim T. M. , Gorpinich A. V.
• Języki publikacji: EN

Abstrakty

EN

This paper presents the optimization of large-scale practical distorted distribution network for maximum losses reduction and voltage profile improvement based on two-stage methodology for capacitor placement problem. In the first stage, a fuzzy expert system (FES) is used to find the optimal capacitor locations, and in the second stage, a selective particle swarm optimization (SPSO) is used to find the optimal capacitor sizing. The problem is posed as an optimization problem with objective to minimize the total cost of power and energy losses and capacitor banks including constraints for bus voltage and total harmonic distortion (THD) limits. Simulation results show the benefits from optimization and the effect of harmonics on optimal capacitor placement.

Słowa kluczowe

EN

capacitor placement; distribution network; losses reduction; selective particle swarm optimization

• Wydawca: AGH University of Science and Technology ; Lodz University of Technology
• Czasopismo: Electrical Power Quality and Utilisation. Journal
• Rocznik: 2013
• Tom: Vol. 16, iss. 2
• Strony: 21--29
• Opis fizyczny: Bibliogr. 10 poz., rys., tab.

Twórcy

autor

Khalil Selim T. M.

• Canal Co. for Electricity Distribution; Pryazovskyi State Technical University; Ismailia, Egypt

autor

Gorpinich A. V.

• Dept. Electrical Engineering; Pryazovskyi State Technical University; Mariupol, Ukraine

Bibliografia

• 1. N e a g l e N . M . a n d S a m s o n D . R .: Loss reduction from capacitors installd on primary feeders. AIEE Trans. Power Apparatus and Systems, vol. 75, pp. 950-959, Oct. 1956.
• 2. G r a i n g e r J . J . a n d L e e S . H . : Optimum size and location of shunt capacitors for reduction of losses on distribution feeders. IEEE Trans. Power Apparatus and Systems, vol. 100, pp. 1105-1118, Mar. 1981.
• 3. S a l a m a M . M . A . , M a n s o u r E . A . A . , C h i k h a n i A . Y. , a n d H a c k a m R .: Control of reactive power in distribution systems with an end-load and varying load conditions. IEEE Trans. Power Apparatus and Systems, vol. 104, pp. 941-947, Apr. 1985.
• 4. B a r a n M . E . a n d Wu F. F. : Optimal sizing of capacitors placed on a radial distribution system. IEEE Trans. Power Delivery, vol. 4, pp. 735-743, Jan. 1989.
• 5. S u n d h a r a r a j a n S . a n d P a h w a A . : Optimal selection of capacitors for radial distribution systems using a genetic algorithm. IEEE Trans. Power Systems, vol. 9, pp. 1499-1507, Aug. 1994.
• 6. G u Z . a n d R i z y D . T. : Neural networks for combined control of capacitor banks and voltage regulators in distribution systems. IEEE Trans. Power Delivery, vol. 11, pp. 1921-1928, Oct. 1996.
• 7. N g H . N . , S a l a m a M . M . A . , a n d C h i k h a n i Y. A . : Capacitor allocation by approximate reasoning: fuzzy capacitor placement. IEEE Trans. Power Delivery, vol. 15, pp. 393-398, Jan. 2000.
• 8. K h a l i l T. M . , Yo u s s e f H . K . M . , a n d A b d e l A z i z M . M . : A binary particle swarm optimization for optimal placement and sizing of capacitor banks in radial distribution feeders with distorted substation voltages. In Proc. 2006 Int. Conf. on Artificial Intelligence and Machine Learning, pp. 129-135.
• 9. D a m o d a r R e d d y M . a n d Ve e r a R e d d y V. C . : Capacitor placement using fuzzy and particle swarm optimization method for maximum annual savings. ARPN Journal of Engineering and Applied Sciences, vol. 3, pp. 25-30, June 2008.
• 10. K h a l i l T. M . a n d G o r p i n i c h A . V. : Selective particle swarm optimization. International Journal of Multidisciplinary Sciences and Engineering, vol. 3, pp. 1-4, Apr. 2012.