DocumentCode :
186938
Title :
Performance evaluation of a sensor-based system devised to minimize commercial losses in street lighting networks
Author :
Soares, G.M. ; Almeida, A.G.B. ; Mendes, R.M. ; Teixeira, E.C. ; Braga, Henrique A. C. ; Machado, M.N. ; Broetto, R.S. ; Castro, M.V.H.B. ; Gomes Filho, H.O. ; Varejao, Flavio M. ; Pereira Filho, J.G. ; Candeia, A.B. ; Sousa, R.A.A.
Author_Institution :
Modern Lighting Res. Group (NIMO), Univ. Fed. de Juiz de Fora, Juiz de Fora, Brazil
fYear :
2014
fDate :
12-15 May 2014
Firstpage :
336
Lastpage :
341
Abstract :
This paper introduces a system based on light sensors that can, associated with a computational methodology, extract information about public lighting points. The objective is to give electricity companies exact information about the actual luminaries and bulbs installed on the lighting poles, thus minimizing commercial losses. A brief description of the equipment is presented, as well as the theoretical background on the technique applied to classify lamp types and wattages. The system performance is initially evaluated from the first experimental results, obtained from laboratory and field tests.
Keywords :
brightness; lamps; losses; optical sensors; performance evaluation; street lighting; bulb information; commercial losses minimization; computational methodology; electricity company; field tests; information extraction; laboratory; lamp types classification; lamp wattage classification; light sensor system; lighting poles; luminary information; performance evaluation; public lighting points; sensor-based system devised; street lighting networks; Classification algorithms; Databases; Lighting; Sensor phenomena and characterization; Sensor systems; Training; classifier; commercial losses; data acquisition system; light sensors; public lighting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International
Conference_Location :
Montevideo
Type :
conf
DOI :
10.1109/I2MTC.2014.6860763
Filename :
6860763
Link To Document :
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