A GPU accelerated PSO with application to economic dispatch problem

2011 16th International Conference on Intelligent System Applications to Power Systems, ISAP 2011

Volumn , Issue , 2011, Pages

  Papadakis, S E ^a   Bakrtzis, A G ^b  

^a TECHNOLOGICAL EDUCATIONAL INSTITUTE OF KAVALA   (Greece)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

CLPSO; CUDA; Economic Dispatch; GPGPU; GPU; Graphics card; OpenCL; Particle swarm optimization

Indexed keywords

CLPSO; CUDA; ECONOMIC DISPATCH; GPGPU; GPU; GRAPHICS CARD; OPENCL; PARTICLE SWARM;

INTELLIGENT SYSTEMS; PARALLEL ARCHITECTURES; PARTICLE SWARM OPTIMIZATION (PSO); POWER TRANSMISSION; PROGRAM PROCESSORS;

COMPUTER GRAPHICS EQUIPMENT;

EID: 83655181341     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISAP.2011.6082162     Document Type: Conference Paper

References (28)

1. L. H. Fink, H. G Kwatny, and J. P. Mcdonald, "Economic Dispatch of Generation Via Valve-Point Loading," IEEE Transactions on Power Apparatus and Systems, vol. PAS-88, pp. 805-811, 1969.
2. J. G. Vlachogiannis and K. Y. Lee, "Economic Load Dispatch - a Comparative Study on Heuristic Optimization Techniques with an Improved Coordinated Aggregation-Based Pso," IEEE Transactions on Power Systems, vol. 24, pp. 991-1001, 2009.
3. E. Chowdhury, "A Review of Recent Advances in Economic Dispatch,"IEEE Transactions on Power Systems, vol. 5, pp. 1248-1259, 1990.
4. M. Huneault and F. Galiana, "A Survey of the Optimal Power Flow Literature," IEEE Transactions on Power Systems, vol. 6, pp. 762-770, 1991.
5. W. M. Lin, F. S. Cheng, and M. T. Tsay, "Nonconvex Economic Dispatch by Integrated Artificial Intelligence," IEEE Transactions on Power Systems, vol. 16, pp. 307-311, 2002.
6. K. Nara, "State of the Arts of the Modern Heuristics Application to Power Systems," 2002, pp. 1279-1283.
7. Z. X. Liang and J. D. Glover, "A Zoom Feature for a Dynamic Programming Solution to Economic Dispatch Including Transmission Losses," IEEE Transactions on Power Systems, vol. 7, pp. 544-550, 2002.
8. A. J. Wood and B. F. Wollenberg, Power Generation, Operation, and Control: Wiley New York et al., 1984.
9. G. B. Sheble, "Real-Time Economic Dispatch and Reserve Allocation Using Merit Order Loading and Linear Programming Rules," Power Systems, IEEE Transactions on, vol. 4, pp. 1414-1420, 1989.
10. G. F. Reid and L. Hasdorff, "Economic Dispatch Using Quadratic Programming," IEEE Transactions on Power Apparatus and Systems, pp. 2015-2023, 1973.
11. D. Walters and G. Sheble, "Genetic Algorithm Solution of Economic Dispatch with Valve Point Loading," IEEE Transactions on Power Systems, vol. 8, pp. 1325-1332, 1993.
12. C. L. Chiang, "Improved Genetic Algorithm for Power Economic Dispatch of Units with Valve-Point Effects and Multiple Fuels," IEEE Transactions on Power Systems, vol. 20, pp. 1690-1699, 2005.
13. S. Golestani and M. Taddayon, "An Improved Integer Coded Genetic Algorithm for Power Generation Dispatch Problem," in Transmission &Distribution Conference & Exposition: Asia and Pacific, 2009, pp. 1-4.
14. A. Bakirtzis, V. Petridis, and S. Kazarlis, "Genetic Algorithm Solution to the Economic Dispatch Problem," IEE Proceedings-Generation, Transmission and Distribution, vol. 141, pp. 377-382, 1994.
15. K. Wong and C. Fung, "Simulated Annealing Based Economic Dispatch Algorithm," Generation, Transmission and Distribution [see also IEE Proceedings-Generation, Transmission and Distribution], IEE Proceedings, vol. 140, pp. 509-515, 1993.
16. S. Pothiya, I. Ngamroo, and W. Kongprawechnon, "Application of Multiple Tabu Search Algorithm to Solve Dynamic Economic Dispatch Considering Generator Constraints," Energy Conversion and Management, vol. 49, pp. 506-516, 2008. (Pubitemid 351625396)
17. M. AlRashidi and M. El-Hawary, "A Survey of Particle Swarm Optimization Applications in Electric Power Systems," IEEE Transactions on Evolutionary Computation, vol. 13, pp. 913-918, 2009.
18. B. Panigrahi, S. R. Yadav, S. Agrawal, and M. Tiwari, "A Clonal Algorithm to Solve Economic Load Dispatch," Electric Power Systems Research, vol. 77, pp. 1381-1389, 2007. (Pubitemid 46803158)
19. J. Liang, A. Qin, P. N. Suganthan, and S. Baskar, "Comprehensive Learning Particle Swarm Optimizer for Global Optimization of Multimodal Functions," IEEE Transactions on Evolutionary Computation, vol. 10, pp. 281-295, 2006. (Pubitemid 43821759)
20. J. Kennedy and R. C. Eberhart, "Particle Swarm Optimization," in IEEE International Conference on Neural Networks, pp. 1942-1948.
21. J. N. Rodriguez, M. C. Canosa, and E. H. Pereira, "Electrical Distribution Grid Visualization Using Programmable Gpus," in 2010 International Conference on Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTICON), 2010, pp. 1231-1235.
22. V. Jalili-Marandi and V. Dinavahi, "Simd-Based Large-Scale Transient Stability Simulation on the Graphics Processing Unit," IEEE Transactions on Power Systems, vol. 25, pp. 1589-1599, 2010.
23. V. Jalili-Marandi and V. Dinavahi, "Large-Scale Transient Stability Simulation on Graphics Processing Units," in Power & Energy Society General Meeting, 2009, pp. 1-6.
24. C. G. Baslis, S. E. Papadakis, and A. G. Bakirtzis, "Simulation of Optimal Medium-Term Hydro-Thermal System Operation by Grid Computing," IEEE Transactions on Power Systems, vol. 24, pp. 1208-1217, 2009.
25. D. B. Skillicorn and D. Talia, "Models and Languages for Parallel Computation," ACM Computing Surveys (CSUR), vol. 30, pp. 123-169, 1998.
26. J. Nickolls, I. Buck, M. Garland, and K. Skadron, "Scalable Parallel Programming with Cuda," ACM Queue, vol. 6, pp. 40-53, 2008.
27. C. Nvidia, "Cuda Programming Guide," in NVIDIA Corporation, Jun, ed: NVIDIA Corporation, 2008.
28. P. L'Ecuyer, "Maximally Equidistributed Combined Tausworthe Generators," Mathematics of computation, vol. 65, pp. 203-213, 1996. (Pubitemid 126344530)