Validation of artificial neural network based model of microturbine power plant

Conference Record - IAS Annual Meeting (IEEE Industry Applications Society)

Volumn , Issue , 2013, Pages

  Sisworahardjo, N ^a   El Sharkh, M Y ^b  

^a Graduate School of Computational Engineering   (United States)

^b University of South Alabama   (United States)

Author keywords

Artificial Neural Network; Distributed Generation; Dynamic Model; Microturbine; Simulation

Indexed keywords

ACCURATE MODELING; ARTIFICIAL NEURAL-NETWORK BASED MODELING; HIGH POTENTIAL; MECHANICAL POWER; MICRO TURBINE; OPERATION CHARACTERISTIC; PERFORMANCE COMPARISON; SIMULATION;

DISTRIBUTED POWER GENERATION; DYNAMIC MODELS; INDUSTRIAL APPLICATIONS; NEURAL NETWORKS; POWER PLANTS; SYNCHRONOUS GENERATORS;

TURBINES;

EID: 84893423131     PISSN: 01972618     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IAS.2013.6682526     Document Type: Conference Paper

References (10)

1. W. J. Rowen, "Simplified mathematical representations of heavy-duty gas turbines," Transaction of ASME, vol. 105, no. I, pp. 865-869, October 1983.
2. G. N. Kariniotakis, N. L. Soultanis, A. I. Tsouchnikas, S. A. Papathanasiou, N. D. Hatziargyriou, "Dynamic modeling of microGrids," Proceedings of Future Power Systems Conference 2005, pp. 1-7, Amsterdam, November 2005.
3. Y. Zhu, K. Tomsovic, "Development of the models for analyzing the load following performance of microturbine and fuel cells," Electric Power System Research, vol. 62, Issue I, pp. I-I I, May 2002.
4. F. Jurado, "Non-linear modeling of micro-turbines using NARX structures on the distribution feeder," Energy Conversion and Management, vol. 46, Issue 3, pp. 385-401, February 2005.
5. M. Nagpal, A. Moshref, G. K. Morison, P. Kundur, "Experience with testing and modeling of gas turbine," Proceedings of the IEEEIPES 2001 Winter Meeting, Columbus, Ohio, USA, pp. 652 656January/February 2001.
6. S. R. Guda, "Modeling and power management of a hybrid wind microturbine power generation system," M. S. Thesis, Dept. Electrical Eng., Montana State University, Bozeman, Montana.
7. M. Y. EI-Sharkh, N. S. Sisworahardjo, M. Uzunoglu, O. Onar and M. S. Alam, "Dynamic behavior of PEM fuel cell and microturbine power plants," Journal of Power Sources, Vol. 164, Issue I, pp. 315-321, January 2007.
8. M. Uzunoglu, O. Onar, M. Y. EI-Sharkh, N. S. Sisworahardjo, A. Rahman and M. S. Alam, "Parallel operation characteristics of PEM fuel cell and microturbine power plants," Journal of Power Sources, Vol. 168, Issue 2, pp. 469-476, June 2007.
9. P. M. Anderson, A. A. Fouad, "Power system control and stability," vol. I. The Iowa State University Press, 1977.
10. "SimPowerSystems User's Guide," ver. 4, The MathWorks, Inc. 2006.