Optimal control of a photovoltaic solar energy system with adaptive critics

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn , Issue , 2007, Pages 985-990

  Welch, Richard L ^a,b   Venayagamoorthy, Ganesh K ^a,b  

^a IEEE

^b University of Missouri Rolla   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CELLULAR RADIO SYSTEMS; COMPUTER NETWORKS; HEURISTIC PROGRAMMING; INTERSECTIONS; MATHEMATICAL PROGRAMMING; RENEWABLE ENERGY RESOURCES; SOLAR ENERGY; SOLAR POWER GENERATION; SOLAR POWER PLANTS; SOLAR SYSTEM; SYSTEMS ENGINEERING;

CRITICAL LOADS;

ADAPTIVE CONTROL SYSTEMS;

EID: 51749097124     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2007.4371092     Document Type: Conference Paper

References (8)

1. R. A. Messenger, J. Ventre, Photovoltaic System Engineering, CRC Press, 2004.
2. G. P. Henze, R. H. Dodier, "Adaptive Optimal Control of a Grid-Independent PV-System", Trans. ASME Journal of Solar Energy Engineering, vol. 125, Feb. 2003, pp. 34-42.
3. A.U. Chuku, B. Oni, F. Kuate, and E. Overton, "Making Solar Energy a Viable Stand-alone Alternative Through Efficient Control Algorithm", in International Conference on Power Systems Operation and Planning - VI (ICPSOP) 2005, pp. 71-79
4. P. J. Werbos, "Approximate Dynamic Programming for Real-time Control and Neural Modeling", in Handbook of intelligent control, White and Sofge, Eds. New York: Van Nostrand Reinhold, 1992, pp 493-525.
5. G. K. Venayagamoorthy, R.G. Harley and D.C. Wunsch, "Comparison of Heuristic Dynamic Programming and Dual Heuristic Programming Adaptive Critics for Neurocontrol of a Turbogenerator," IEEE Trans. Neural Networks, vol. 13, pp. 764 -773, May 2002.
6. D. Prokhorov, D.C. Wunsch, "Adaptive Critic Designs", IEEE Trans. Neural Networks, vol. 8, pp. 997-1007, Nov. 1997.
7. Kyocera KC200GT data sheet, http://www.kyocerasolar.com/pdf/specsheets/ KC200GT.pdf, accessed April 30, 2006.
8. "TMY2 User's Manual", Jun. 1995. National Renewable Energy Laboratory, Golden, Colorado. [Online] Available: http://rredc.nrel.gov/solar/ old_data/nsrdb/tmy2/.