Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting

AKAR, ONUR; OKDAVARCI, ZÜLEYHA; sahin, mustafa

doi:10.17694/bajece.1022960

Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting

ZÜLEYHA OKDAVARCI, (Afyon Kocatepe Üniversitesi, Teknoloji Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü, Afyon, Türkiye)

mustafa sahin, (Sağlık Bilimleri Üniversitesi, Elektronik ve Otomasyon Bölümü, İstanbul, Türkiye)

Onur AKAR (Marmara Üniversitesi, Elektronik ve Otomasyon Bölümü, İstanbul, Türkiye)

Balkan Journal of Electrical and Computer Engineering

8 2

Yıl: 2022 Cilt: 10 Sayı: 2 Sayfa Aralığı: 187 - 197 Metin Dili: İngilizce DOI: 10.17694/bajece.1022960 İndeks Tarihi: 12-09-2022

Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting

Öz:

The increase in energy production costs, and the increasing demand for energy have made energy saving necessary. Energy saving in lighting is able to be actualized by providing economically the same level of light without decreasing the illumination quality. A good lighting is possible by directing required amount of light to spaces desired to be lit. For a good lighting, efficiency factor is a significant measure. By adjusting the luminous efficacy in lamps, the electric energy to be consumed by the lamps is able to be minimized. The electric energy consumed for producing luminous energy will be less at the extent of greatness of luminous efficacy. In this study, the luminous efficacy of lamps of different brands were estimated by the use of data regarding voltage rating, power rating, and total luminous rating of lamps. According to the results of the analysis made by the developed ANN model, the luminous efficacy of lamps of different brands were estimated with an accuracy rate of above 98%. Regarding the lighting systems to be developed, the selection of lamps will be made based on their ability to provide economically the same level of light without decreasing the lighting quality, and to provide the required luminous efficacy for increasing the luminous efficacy.

Anahtar Kelime: Luminous Efficacy Energy saving Lighting quality Artificial Neural Network (ANN)

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

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APA	OKDAVARCI Z, sahin m, AKAR O (2022). Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. , 187 - 197. 10.17694/bajece.1022960
Chicago	OKDAVARCI ZÜLEYHA,sahin mustafa,AKAR ONUR Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. (2022): 187 - 197. 10.17694/bajece.1022960
MLA	OKDAVARCI ZÜLEYHA,sahin mustafa,AKAR ONUR Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. , 2022, ss.187 - 197. 10.17694/bajece.1022960
AMA	OKDAVARCI Z,sahin m,AKAR O Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. . 2022; 187 - 197. 10.17694/bajece.1022960
Vancouver	OKDAVARCI Z,sahin m,AKAR O Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. . 2022; 187 - 197. 10.17694/bajece.1022960
IEEE	OKDAVARCI Z,sahin m,AKAR O "Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting." , ss.187 - 197, 2022. 10.17694/bajece.1022960
ISNAD	OKDAVARCI, ZÜLEYHA vd. "Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting". (2022), 187-197. https://doi.org/10.17694/bajece.1022960

APA	OKDAVARCI Z, sahin m, AKAR O (2022). Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. Balkan Journal of Electrical and Computer Engineering, 10(2), 187 - 197. 10.17694/bajece.1022960
Chicago	OKDAVARCI ZÜLEYHA,sahin mustafa,AKAR ONUR Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. Balkan Journal of Electrical and Computer Engineering 10, no.2 (2022): 187 - 197. 10.17694/bajece.1022960
MLA	OKDAVARCI ZÜLEYHA,sahin mustafa,AKAR ONUR Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. Balkan Journal of Electrical and Computer Engineering, vol.10, no.2, 2022, ss.187 - 197. 10.17694/bajece.1022960
AMA	OKDAVARCI Z,sahin m,AKAR O Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. Balkan Journal of Electrical and Computer Engineering. 2022; 10(2): 187 - 197. 10.17694/bajece.1022960
Vancouver	OKDAVARCI Z,sahin m,AKAR O Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting. Balkan Journal of Electrical and Computer Engineering. 2022; 10(2): 187 - 197. 10.17694/bajece.1022960
IEEE	OKDAVARCI Z,sahin m,AKAR O "Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting." Balkan Journal of Electrical and Computer Engineering, 10, ss.187 - 197, 2022. 10.17694/bajece.1022960
ISNAD	OKDAVARCI, ZÜLEYHA vd. "Estimation by ANN of Luminous Efficacy of Lamps Used for Lighting". Balkan Journal of Electrical and Computer Engineering 10/2 (2022), 187-197. https://doi.org/10.17694/bajece.1022960