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Modelling and Simulation in Engineering
Volume 2017 (2017), Article ID 2857926, 11 pages
https://doi.org/10.1155/2017/2857926
Research Article

Optimal Allocation of DG and DSTATCOM in Radial Distribution System Using Cuckoo Search Optimization Algorithm

1School of Electrical Engineering, VIT University, Vellore, India
2Department of Electrical Engineering, MVJ College of Engineering, Bengaluru, India

Correspondence should be addressed to K. R. Devabalaji; moc.liamg@ijalabavedeee

Received 6 August 2016; Revised 24 September 2016; Accepted 30 January 2017; Published 19 February 2017

Academic Editor: Nikos D. Lagaros

Copyright © 2017 T. Yuvaraj et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. J. A. Martín García and A. J. Gil Mena, “Optimal distributed generation location and size using a modified teaching–learning based optimization algorithm,” International Journal of Electrical Power and Energy Systems, vol. 50, no. 1, pp. 65–75, 2013. View at Publisher · View at Google Scholar · View at Scopus
  2. A. Mohamed Imran, M. Kowsalya, and D. P. Kothari, “A novel integration technique for optimal network reconfiguration and distributed generation placement in power distribution networks,” International Journal of Electrical Power and Energy Systems, vol. 63, pp. 461–472, 2014. View at Publisher · View at Google Scholar · View at Scopus
  3. A. A. El-Fergany, “Optimal capacitor allocations using evolutionary algorithms,” IET Generation, Transmission and Distribution, vol. 7, no. 6, pp. 593–601, 2013. View at Publisher · View at Google Scholar · View at Scopus
  4. M. H. Moradi, A. Zeinalzadeh, Y. Mohammadi, and M. Abedini, “An efficient hybrid method for solving the optimal sitting and sizing problem of DG and shunt capacitor banks simultaneously based on imperialist competitive algorithm and genetic algorithm,” International Journal of Electrical Power and Energy Systems, vol. 54, pp. 101–111, 2014. View at Publisher · View at Google Scholar · View at Scopus
  5. K. R. Devabalaji, K. Ravi, and D. P. Kothari, “Optimal location and sizing of capacitor placement in radial distribution system using Bacterial Foraging Optimization Algorithm,” International Journal of Electrical Power and Energy Systems, vol. 71, pp. 383–390, 2015. View at Publisher · View at Google Scholar · View at Scopus
  6. S. Gopiya Naik, D. K. Khatod, and M. P. Sharma, “Optimal allocation of combined DG and capacitor for real power loss minimization in distribution networks,” International Journal of Electrical Power and Energy Systems, vol. 53, pp. 967–973, 2013. View at Publisher · View at Google Scholar · View at Scopus
  7. B.-S. Chen and Y.-Y. Hsu, “A minimal harmonic controller for a STATCOM,” IEEE Transactions on Industrial Electronics, vol. 55, no. 2, pp. 655–664, 2008. View at Publisher · View at Google Scholar · View at Scopus
  8. K. R. Devabalaji and K. Ravi, “Power quality improvement in wind farm connected to grid using STATCOM,” in Proceedings of the International Conference on Advances in Electrical Engineering (ICAEE '14), pp. 1–5, Unnao, India, January 2014. View at Publisher · View at Google Scholar · View at Scopus
  9. A. Valderrábano and J. M. Ramirez, “DStatCom regulation by a fuzzy segmented PI controller,” Electric Power Systems Research, vol. 80, no. 6, pp. 707–715, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. M. Hosseini, H. A. Shayanfar, and M. Fotuhi-Firuzabad, “Modeling of static series voltage regulator (SSVR) in distribution systems for voltage improvement and loss reduction,” Leonardo Electronic Journal of Practices and Technologies, vol. 7, no. 12, 2008. View at Google Scholar · View at Scopus
  11. I. A. Mohamed and M. Kowsalya, “Optimal size and siting of multiple distributed generators in distribution system using bacterial foraging optimization,” Swarm and Evolutionary Computation, vol. 15, pp. 58–65, 2014. View at Publisher · View at Google Scholar · View at Scopus
  12. S. Devi and M. Geethanjali, “Optimal location and sizing determination of Distributed Generation and DSTATCOM using Particle Swarm Optimization algorithm,” International Journal of Electrical Power and Energy Systems, vol. 62, pp. 562–570, 2014. View at Publisher · View at Google Scholar · View at Scopus
  13. S. Jazebi, S. H. Hosseinian, and B. Vahidi, “DSTATCOM allocation in distribution networks considering reconfiguration using differential evolution algorithm,” Energy Conversion and Management, vol. 52, no. 7, pp. 2777–2783, 2011. View at Publisher · View at Google Scholar · View at Scopus
  14. S. A. Taher and S. A. Afsari, “Optimal location and sizing of DSTATCOM in distribution systems by immune algorithm,” International Journal of Electrical Power and Energy Systems, vol. 60, pp. 34–44, 2014. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Farhoodnea, A. Mohamed, H. Shareef, and H. Zayandehroodi, “Optimum D-STATCOM placement using firefly algorithm for power quality enhancement,” in Proceedings of the IEEE 7th International Power Engineering and Optimization Conference (PEOCO '13), pp. 98–102, Langkawi Island, Malaysia, June 2013. View at Publisher · View at Google Scholar · View at Scopus
  16. A. Bagherinasab, M. Zadehbagheri, S. Abdul Khalid, M. Gandomkar, and N. A. Azli, “Optimal placement of D-STATCOM using hybrid genetic and ant colony algorithm to losses reduction,” International Journal of Applied Power Engineering, vol. 2, no. 2, pp. 53–60, 2013. View at Publisher · View at Google Scholar
  17. T. Yuvaraj, K. Ravi, and K. R. Devabalaji, “DSTATCOM allocation in distribution networks considering load variations using bat algorithm,” Ain Shams Engineering Journal, 2015. View at Publisher · View at Google Scholar · View at Scopus
  18. T. Yuvaraj, K. Devabalaji, and K. Ravi, “Optimal placement and sizing of DSTATCOM using harmony search algorithm,” Energy Procedia, vol. 79, pp. 759–765, 2015. View at Google Scholar
  19. A. Tah and D. Das, “Novel analytical method for the placement and sizing of distributed generation unit on distribution networks with and without considering P and PQV buses,” International Journal of Electrical Power and Energy Systems, vol. 78, pp. 401–413, 2016. View at Publisher · View at Google Scholar · View at Scopus
  20. S. R. Gampa and D. Das, “Optimum placement and sizing of DGs considering average hourly variations of load,” International Journal of Electrical Power and Energy Systems, vol. 66, pp. 25–40, 2015. View at Publisher · View at Google Scholar · View at Scopus
  21. R. Kollu, S. R. Rayapudi, and V. L. N. Sadhu, “A novel method for optimal placement of distributed generation in distribution systems using HSDO,” International Transactions on Electrical Energy Systems, vol. 24, no. 4, pp. 547–561, 2014. View at Publisher · View at Google Scholar · View at Scopus
  22. S. Ganguly, N. C. Sahoo, and D. Das, “Multi-objective particle swarm optimization based on fuzzy-Pareto-dominance for possibilistic planning of electrical distribution systems incorporating distributed generation,” Fuzzy Sets and Systems. An International Journal in Information Science and Engineering, vol. 213, pp. 47–73, 2013. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  23. J. A. Martín García and A. J. Gil Mena, “Optimal distributed generation location and size using a modified teaching learning based optimization algorithm,” International Journal of Electrical Power and Energy Systems, vol. 50, no. 1, pp. 65–75, 2013. View at Publisher · View at Google Scholar
  24. R. S. Rao, K. Ravindra, K. Satish, and S. V. L. Narasimham, “Power loss minimization in distribution system using network reconfiguration in the presence of distributed generation,” IEEE Transactions on Power Systems, vol. 28, no. 1, pp. 317–325, 2013. View at Publisher · View at Google Scholar · View at Scopus
  25. S. Kansal, V. Kumar, and B. Tyagi, “Optimal placement of different type of DG sources in distribution networks,” International Journal of Electrical Power and Energy Systems, vol. 53, no. 1, pp. 752–760, 2013. View at Publisher · View at Google Scholar · View at Scopus
  26. D. K. Khatod, V. Pant, and J. Sharma, “Evolutionary programming based optimal placement of renewable distributed generators,” IEEE Transactions on Power Systems, vol. 28, no. 2, pp. 683–695, 2013. View at Publisher · View at Google Scholar · View at Scopus
  27. S. Ganguly, N. C. Sahoo, and D. Das, “A novel multi-objective PSO for electrical distribution system planning incorporating distributed generation,” Energy Systems, vol. 1, no. 3, pp. 291–337, 2010. View at Publisher · View at Google Scholar · View at Scopus
  28. X. S. Yang and S. Deb, “Cuckoo search via Lévy flights,” in Proceedings of the World Congress on Nature & Biologically Inspired Computing (NaBIC '09), pp. 210–214, IEEE Publications, Coimbatore, India, December 2009. View at Publisher · View at Google Scholar
  29. X.-S. Yang and S. Deb, “Cuckoo search: recent advances and applications,” Neural Computing and Applications, vol. 24, no. 1, pp. 169–174, 2014. View at Publisher · View at Google Scholar · View at Scopus
  30. S. Dejam, M. Sadeghzadeh, and S. J. Mirabedini, “Combining cuckoo and tabu algorithms for solving quadratic assignment problems,” Journal of Academic and Applied Studies, vol. 2, pp. 1–8, 2012. View at Google Scholar
  31. S. Walton, O. Hassan, K. Morgan, and M. R. Brown, “A review of the development and applications of the cuckoo search algorithm,” in Swarm Intelligence and Bio-Inspired Computation, X.-S. Yang, Z. Cui, R. Xiao, A. H. Gandomi, and M. Karamanoglu, Eds., pp. 257–271, Elsevier, Oxford, UK, 2013. View at Google Scholar
  32. X.-S. Yang and S. Deb, “Engineering optimisation by cuckoo search,” International Journal of Mathematical Modelling and Numerical Optimisation, vol. 1, no. 4, pp. 330–343, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  33. K. Chandrasekaran and S. P. Simon, “Multi-objective scheduling problem: hybrid approach using fuzzy assisted cuckoo search algorithm,” Swarm and Evolutionary Computation, vol. 5, pp. 1–16, 2012. View at Publisher · View at Google Scholar · View at Scopus
  34. E. Valian, S. Tavakoli, S. Mohanna, and A. Haghi, “Improved cuckoo search for reliability optimization problems,” Computers and Industrial Engineering, vol. 64, no. 1, pp. 459–468, 2013. View at Publisher · View at Google Scholar · View at Scopus
  35. Z. Moravej and A. Akhlaghi, “A novel approach based on cuckoo search for DG allocation in distribution network,” International Journal of Electrical Power and Energy Systems, vol. 44, no. 1, pp. 672–679, 2013. View at Publisher · View at Google Scholar · View at Scopus
  36. M. Basu and A. Chowdhury, “Cuckoo search algorithm for economic dispatch,” Energy, vol. 60, no. 1, pp. 99–108, 2013. View at Publisher · View at Google Scholar · View at Scopus
  37. T. T. Nguyen, A. V. Truong, and T. A. Phung, “A novel method based on adaptive cuckoo search for optimal network reconfiguration and distributed generation allocation in distribution network,” International Journal of Electrical Power and Energy Systems, vol. 78, pp. 801–815, 2016. View at Publisher · View at Google Scholar · View at Scopus
  38. J.-H. Teng, “A direct approach for distribution system load flow solutions,” IEEE Transactions on Power Delivery, vol. 18, no. 3, pp. 882–887, 2003. View at Publisher · View at Google Scholar · View at Scopus
  39. K. Prakash and M. Sydulu, “Particle swarm optimization based capacitor placement on radial distribution systems,” in Proceedings of the IEEE Power Engineering Society General Meeting (PES '07), Tampa, Fla, USA, June 2007. View at Publisher · View at Google Scholar · View at Scopus
  40. K. R. Devabalaji and K. Ravi, “Optimal size and siting of multiple DG and DSTATCOM in radial distribution system using bacterial foraging optimization algorithm,” Ain Shams Engineering Journal, pp. 959–971, 2015. View at Publisher · View at Google Scholar · View at Scopus
  41. M. Chakravorty and D. Das, “Voltage stability analysis of radial distribution networks,” International Journal of Electrical Power and Energy System, vol. 23, no. 2, pp. 129–135, 2001. View at Publisher · View at Google Scholar · View at Scopus
  42. K. R. Devabalaji, T. Yuvaraj, and K. Ravi, “An efficient method for solving the optimal sitting and sizing problem of capacitor banks based on cuckoo search algorithm,” Ain Shams Engineering Journal, In press. View at Publisher · View at Google Scholar · View at Scopus
  43. D. Das, H. S. Nagi, and D. P. Kothari, “Novel method for solving radial distribution networks,” IEE Proceedings: Generation, Transmission and Distribution, vol. 141, no. 4, 1994. View at Publisher · View at Google Scholar · View at Scopus
  44. M. Chis, M. Salama, and S. Jayaram, “Capacitor placement in distribution systems using heuristic search strategies,” IEE Proceedings—Generation, Transmission and Distribution, vol. 144, no. 3, pp. 225–230, 1997. View at Publisher · View at Google Scholar
  45. N. C. Sahoo and K. Prasad, “A fuzzy genetic approach for network reconfiguration to enhance voltage stability in radial distribution systems,” Energy Conversion and Management, vol. 47, no. 18-19, pp. 3288–3306, 2006. View at Publisher · View at Google Scholar · View at Scopus