Publicado

2010-07-01

ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB

Palabras clave:


Neural network, time schedules, total saving, personal savings, lighting control. (es)

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Autores/as

  • RICARDO ROMERO Technician in Electricity, Distrital Francisco Jose de Caldas University, Electrical Engineering Student
  • DIEGO GIRAL Technician in Electricity, Distrital Francisco Jose de CaldasUniversity, Electrical Engineering Student
  • CESAR HERNANDEZ Electronic Engineer, Distrital Francisco Jose de Caldas University, Professor
In this document is presented the implementation of the programming schedules as a method of lighting control, to perform a total saving and a personalized saving using neural networks. With the acquisition of a series of data about the operation of five lightings located in different parts of a specific house, it was designed a neural network to illuminate it and was implemented this design to the remaining. These neural networks were trained with input vectors; hour of the day, day of the week, holiday Monday’s and their respective objective vectors “total saving and personalized saving” with the purpose of evaluating the performance of the neural networks in the optimization of methods for saving electric energy in residential lighting.

Cómo citar

IEEE

[1]
R. ROMERO, D. GIRAL, y C. HERNANDEZ, «ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB», DYNA, vol. 77, n.º 163, pp. 248–259, jul. 2010.

ACM

[1]
ROMERO, R., GIRAL, D. y HERNANDEZ, C. 2010. ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB. DYNA. 77, 163 (jul. 2010), 248–259.

ACS

(1)
ROMERO, R.; GIRAL, D.; HERNANDEZ, C. ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB. DYNA 2010, 77, 248-259.

APA

ROMERO, R., GIRAL, D. y HERNANDEZ, C. (2010). ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB. DYNA, 77(163), 248–259. https://revistas.unal.edu.co/index.php/dyna/article/view/25557

ABNT

ROMERO, R.; GIRAL, D.; HERNANDEZ, C. ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB. DYNA, [S. l.], v. 77, n. 163, p. 248–259, 2010. Disponível em: https://revistas.unal.edu.co/index.php/dyna/article/view/25557. Acesso em: 18 feb. 2025.

Chicago

ROMERO, RICARDO, DIEGO GIRAL, y CESAR HERNANDEZ. 2010. «ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB». DYNA 77 (163):248-59. https://revistas.unal.edu.co/index.php/dyna/article/view/25557.

Harvard

ROMERO, R., GIRAL, D. y HERNANDEZ, C. (2010) «ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB», DYNA, 77(163), pp. 248–259. Disponible en: https://revistas.unal.edu.co/index.php/dyna/article/view/25557 (Accedido: 18 febrero 2025).

MLA

ROMERO, R., D. GIRAL, y C. HERNANDEZ. «ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB». DYNA, vol. 77, n.º 163, julio de 2010, pp. 248-59, https://revistas.unal.edu.co/index.php/dyna/article/view/25557.

Turabian

ROMERO, RICARDO, DIEGO GIRAL, y CESAR HERNANDEZ. «ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB». DYNA 77, no. 163 (julio 1, 2010): 248–259. Accedido febrero 18, 2025. https://revistas.unal.edu.co/index.php/dyna/article/view/25557.

Vancouver

1.
ROMERO R, GIRAL D, HERNANDEZ C. ANALYSIS AND REVIEW OF THE CONTRIBUTION OF NEURAL NETWORKS TO SAVING ELECTRICITY IN RESIDENTIAL LIGHTING BY A DESIGN IN MATLAB. DYNA [Internet]. 1 de julio de 2010 [citado 18 de febrero de 2025];77(163):248-59. Disponible en: https://revistas.unal.edu.co/index.php/dyna/article/view/25557

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