DocumentCode
592705
Title
Intelligent system for efficient management of electrical energy
Author
Quintero M, Christian G. ; Trivino Barrios, Y.P. ; Terraza Rivera, E.R.
Author_Institution
Electr. & Electron. Eng. Dept., Univ. del Norte, Barranquilla, Colombia
fYear
2012
fDate
1-5 Oct. 2012
Firstpage
1
Lastpage
6
Abstract
This paper presents an intelligent system based on Back Propagation (BP) Neural Network implementation that aids to decrease power consumption in three different environments: Residential, Commercial and Industrial. A graphical interface was designed to provide the user with detailed information on consumption of the devices installed in each of the above environments, and allows the modification of parameters such as number of devices, power consumption associated to the levels specified for each device, environmental conditions, among others. Implementing the system developed in different environments, power consumption was lower than the one generated by implementing models without intelligent management. Additionally, we could estimate the savings in wear life of the devices, compared to the implementation of the system without intelligent management.
Keywords
backpropagation; energy conservation; energy management systems; graphical user interfaces; neural nets; power consumption; power engineering computing; wear; BP neural network; back propagation neural network implementation; commercial environments; device wear life; environmental conditions; graphical interface; industrial environments; intelligent electrical energy management system; power consumption; residential environments; Biological neural networks; Electricity; Energy consumption; Intelligent systems; Neurons; Neural Network; efficient management; energy consumption; intelligent system;
fLanguage
English
Publisher
ieee
Conference_Titel
Informatica (CLEI), 2012 XXXVIII Conferencia Latinoamericana En
Conference_Location
Medellin
Print_ISBN
978-1-4673-0794-9
Type
conf
DOI
10.1109/CLEI.2012.6427176
Filename
6427176
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