Published

2010-07-01

SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS

Keywords:

Neural networks, adaptive PI parameters, online training. (es)

Authors

  • RUBEN TAPIA Engineering Department, Universidad Politécnica de Tulancingo, Tulancingo, Hgo. MEXICO
  • IVAN RIVAS Engineering Department, Universidad Politécnica de Tulancingo, Tulancingo, Hgo. MEXICO
  • JUAN M. RAMIREZ Electrical Engineering Department, CINVESTAV – GDL, Zapopan, Jal. MEXICO
  • ROSA E. CORREA.G Escuela de Mecatrónica, Universidad Nacional de Colombia
This paper’s aim is to present the performance of a Bspline neural network controller to regulate the reactive power provision from synchronous machines. Due to the fact that power systems work with nonstationary parameters and changing settings, adaptive control schemes are preferred. Control technology must ensure its performance in terms of power system’s operation to address the diversity of loads and the optimal utilization of the available resources. The B-spline neural network is an efficient tool to implement the adaptive control voltage, with the possibility of carrying out this task on-line taking into account the systems' nonlinearities. The reactive power dispatch is based on the premise that each machine must provide a proportion according to its nominal operating capacity. The applicability of the proposal is demonstrated by simulation on a 9buses 3-machines power system.

How to Cite

IEEE

[1]
R. TAPIA, I. RIVAS, J. M. RAMIREZ, and R. E. CORREA.G, “SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS”, DYNA, vol. 77, no. 163, pp. 194–200, Jul. 2010.

ACM

[1]
TAPIA, R., RIVAS, I., RAMIREZ, J.M. and CORREA.G, R.E. 2010. SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS. DYNA. 77, 163 (Jul. 2010), 194–200.

ACS

(1)
TAPIA, R.; RIVAS, I.; RAMIREZ, J. M.; CORREA.G, R. E. SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS. DYNA 2010, 77, 194-200.

APA

TAPIA, R., RIVAS, I., RAMIREZ, J. M. and CORREA.G, R. E. (2010). SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS. DYNA, 77(163), 194–200. https://revistas.unal.edu.co/index.php/dyna/article/view/25551

ABNT

TAPIA, R.; RIVAS, I.; RAMIREZ, J. M.; CORREA.G, R. E. SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS. DYNA, [S. l.], v. 77, n. 163, p. 194–200, 2010. Disponível em: https://revistas.unal.edu.co/index.php/dyna/article/view/25551. Acesso em: 18 feb. 2025.

Chicago

TAPIA, RUBEN, IVAN RIVAS, JUAN M. RAMIREZ, and ROSA E. CORREA.G. 2010. “SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS”. DYNA 77 (163):194-200. https://revistas.unal.edu.co/index.php/dyna/article/view/25551.

Harvard

TAPIA, R., RIVAS, I., RAMIREZ, J. M. and CORREA.G, R. E. (2010) “SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS”, DYNA, 77(163), pp. 194–200. Available at: https://revistas.unal.edu.co/index.php/dyna/article/view/25551 (Accessed: 18 February 2025).

MLA

TAPIA, R., I. RIVAS, J. M. RAMIREZ, and R. E. CORREA.G. “SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS”. DYNA, vol. 77, no. 163, July 2010, pp. 194-00, https://revistas.unal.edu.co/index.php/dyna/article/view/25551.

Turabian

TAPIA, RUBEN, IVAN RIVAS, JUAN M. RAMIREZ, and ROSA E. CORREA.G. “SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS”. DYNA 77, no. 163 (July 1, 2010): 194–200. Accessed February 18, 2025. https://revistas.unal.edu.co/index.php/dyna/article/view/25551.

Vancouver

1.
TAPIA R, RIVAS I, RAMIREZ JM, CORREA.G RE. SECONDARY VOLTAGE CONTROL BASED ON ADAPTIVE NEURAL PI CONTROLLERS. DYNA [Internet]. 2010 Jul. 1 [cited 2025 Feb. 18];77(163):194-200. Available from: https://revistas.unal.edu.co/index.php/dyna/article/view/25551

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