Power quality improvement of distribution system by optimal placement of distributed generators using GA and NN

Advances in Intelligent and Soft Computing

Volumn 130 AISC, Issue VOL. 1, 2012, Pages 257-267

  Chandrashekhar Reddy, S ^a   Prasad, P V N ^b  

^a Christu Jyoti Institute of Technology and Science   (India)

^b OSMANIA UNIVERSITY   (India)

Author keywords

Distributed generator (DG); Genetic algorithm (GA); Neural network (NN); Newton Raphson method

Indexed keywords

BUS VOLTAGE; DG UNIT; DISTRIBUTED GENERATORS; DISTRIBUTION SYSTEMS; HYBRID TECHNIQUES; OPTIMAL LOCATIONS; OPTIMAL PLACEMENTS; POWER QUALITY IMPROVEMENT; TOTAL POWER;

GENETIC ALGORITHMS; NEURAL NETWORKS; NEWTON-RAPHSON METHOD; OPTIMIZATION; PROBLEM SOLVING; SOFT COMPUTING;

DISTRIBUTED POWER GENERATION;

EID: 84861171772     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-81-322-0487-9_25     Document Type: Conference Paper

References (13)

1. Varikuti, R., Damodar Reddy, M.: Optimal Placement of DG Units using Fuzzy and Real Coded Genetic Algorithm. Journal of Theoretical and Applied Information Technology 7(2), 145-151 (2009)
2. Krueasuk, W., Ongsakul, W.: Optimal Placement of Distributed Generation using Particle Swarm Optimization. In: Proceedings of Power Engineering Conference in Australasian Universities, Australia (2006)
3. Kotb, M.F., Shebl, K.M., El Khazendar, M., El Husseiny, A.: Genetic Algorithm for Optimum Siting and Sizing of Distributed Generation. In: Proceedings of 14th International Middle East Power Systems Conference, Egypt, pp. 433-440 (2010)
4. Jain, N., Singh, S.N., Srivastava, S.C.: Particle Swarm Optimization Based Method for Optimal Siting and Sizing of Multiple Distributed Generators. In: Proceedings of 16th National Power Systems Conference, pp. 669-674. Osmania University, Hyderabad (2010)
5. Hajizadeh, A., Hajizadeh, E.: PSO-Based Planning of Distribution Systems with Distributed Generations. International Journal of Electrical and Electronics Engineering 2(1), 33-38 (2008)
6. Singh, D., Singh, D., Verma, K.S.: GA based Optimal Sizing & Placement of Distributed Generation for Loss Minimization. International Journal of Electrical and Computer Engineering 2(8), 556-562 (2007)
7. Al-Rubayi, R.H., Alrawi, A.M.: Optimal Size and Location of Distributed Generators using Intelligent Techniques. Eng. & Tech. Journal 28(23), 6623-6633 (2010)
8. Akorede, M.F., Hizam, H., Aris, I., Ab Kadir, M.Z.A.: A Review of Strategies for Optimal Placement of Distributed Generation in Power Distribution Systems. Research Journal of Applied Sciences 5(2), 137-145 (2010)
9. Amanifar, O., Hamedani Golshan, M.E.: Optimal Distributed Generation Placement and Sizing for Loss and THD Reduction and Voltage Profile Improvement in Distribution Systems using Particle Swarm Optimization and Sensitivity Analysis. International Journal on Technical and Physical Problems of Engineering 3(2), 47-53 (2011)
10. Jahani, R., Shafighi Malekshah, A., Chahkandi Nejad, H., Araskalaei, A.H.: Applying a New Advanced Intelligent Algorithm for Optimal Distributed Generation Location and Sizing in Radial Distribution Systems. Australian Journal of Basic and Applied Sciences 5(5), 642-649 (2011)
11. Kumar Injeti, S., Kumar, N.P.: Optimal Planning of Distributed Generation for Improved Voltage Stability and Loss Reduction. International Journal of Computer Applications 15(1), 40-46 (2011)
12. Padma Lalitha, M., Veera Reddy, V.C., Usha, V., Sivarami Reddy, N.: Application of Fuzzy and PSO for DG Placement for Minimum Loss in Radial Distribution System. ARPN Journal of Engineering and Applied Sciences 5(4), 30-37 (2010)
13. http://www.ee.washington.edu/research/pstca/pf30/pg-tca30bus.html