Araştırma Makalesi
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Yıl 2020, Cilt 6, Sayı 2, 127 - 131, 31.07.2020

Öz

Kaynakça

  • A. K. Jägerbrand and J. Sjöbergh, "Effects of weather conditions, light conditions, and road lighting on vehicle speed," SpringerPlus, vol. 5, no. 1, p. 505, 2016.
  • M. T. Vaaja et al., "Mobile mapping of night-time road environment lighting conditions," Photogrammetric journal of Finland, vol. 26, no. 1, pp. 1-17, 2018.
  • A. C. Sutandi and R. D. A. Pinem, "The application of road lighting standard towards sustainable transportation in large cities in Indonesia," Procedia engineering, vol. 171, pp. 1463-1471, 2017.
  • C. Publikacja, "CIE 115-2010: Lighting of roads for motor and pedestrian traffic," CIE, Vienna, 2010.
  • Road Lighting Calculations, 2019.
  • Z. Feng, Y. Luo, and Y. Han, "Design of LED freeform optical system for road lighting with high luminance/illuminance ratio," Optics express, vol. 18, no. 21, pp. 22020-22031, 2010.
  • M. Jackett and W. Frith, "Quantifying the impact of road lighting on road safety—A New Zealand Study," IATSS research, vol. 36, no. 2, pp. 139-145, 2013.
  • M. Alrubaih, M. F. M. Zain, M. Alghoul, N. L. N. Ibrahim, M. Shameri, and O. Elayeb, "Research and development on aspects of daylighting fundamentals," Renewable and Sustainable Energy Reviews, vol. 21, pp. 494-505, 2013.
  • T. İnan, "An investigation on daylighting performance in educational institutions," Structural Survey, 2013.
  • A. Burton, H. Le Minh, Z. Ghasemlooy, and S. Rajbhandari, "A study of LED lumination uniformity with mobility for visible light communications," in 2012 international workshop on optical wireless communications (IWOW), 2012, pp. 1-3: IEEE.
  • A. Galatioto and M. Beccali, "Aspects and issues of daylighting assessment: A review study," Renewable and Sustainable Energy Reviews, vol. 66, pp. 852-860, 2016.
  • S. Carlucci, F. Causone, F. De Rosa, and L. Pagliano, "A review of indices for assessing visual comfort with a view to their use in optimization processes to support building integrated design," Renewable and sustainable energy reviews, vol. 47, pp. 1016-1033, 2015.
  • M. Güner and A. A. İlleez, "Konfeksiyon İşletmeleri Kalite Kontrol Departmanlarındaki Aydınlatma Seviyeleri," presented at the IV. Ulusal Aydınlatma Sempozyumu, İzmir, Türkiye, 2007.
  • S. Coşkuner and H. Öztop "FARKLI KULLANIM ALANLARININ AYDINLATILMASI: VERİMLİLİK VE TEMEL İLKELER," Hacettepe Üniversitesi Sosyolojik Araştırmalar E-Dergisi, pp. 1-20, 2016.
  • X. Hu and K. Qian, "Optimal design of optical system for LED road lighting with high illuminance and luminance uniformity," Applied optics, vol. 52, no. 24, pp. 5888-5893, 2013.
  • K. W. Houser, M. Wei, and M. P. Royer, "Illuminance uniformity of outdoor sports lighting," Leukos, vol. 7, no. 4, pp. 221-235, 2011.
  • M. Kayakuş and I. Üncü, "Research note: the measurement of road lighting with developed artificial intelligence software," Lighting Research & Technology, vol. 51, no. 6, pp. 969-977, 2019.

The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks

Yıl 2020, Cilt 6, Sayı 2, 127 - 131, 31.07.2020

Öz

To ensure that drivers can travel safely, it is necessary to provide good visibility conditions of the road lighting. Thanks to good road lighting, accident rates will decrease, pedestrians' safety will be increased and drivers will be able to travel comfortably. Road lighting standards are included in CIE's 115 “Recommendations for the Lighting of Roads for Motor and Pedestrian Traffic”. According to this standard, there are 6 different lighting classes according to the road definition. There are different lighting standards for each class. These are: average luminance (Lave), overall uniformity (U0), longitudinal uniformity (U1), disability glare (TI), lighting of surroundings (SR). Uniformity is a measurement of how equally light is distributed on the road. Overall uniformity ratio is of minimum luminance to mean luminance and longitudinal uniformity is the ratio of minimum luminance to maximum luminance. If the uniformity is good, all objects on the road can be easily seen by drivers. In this study, a new method was used to measure the uniformity of the road. Unlike classical methods, image processing and artificial intelligence techniques are used to calculate luminance and uniformity. The uniformity results of the test roads were examined to meet the standards according to the road class.

Kaynakça

  • A. K. Jägerbrand and J. Sjöbergh, "Effects of weather conditions, light conditions, and road lighting on vehicle speed," SpringerPlus, vol. 5, no. 1, p. 505, 2016.
  • M. T. Vaaja et al., "Mobile mapping of night-time road environment lighting conditions," Photogrammetric journal of Finland, vol. 26, no. 1, pp. 1-17, 2018.
  • A. C. Sutandi and R. D. A. Pinem, "The application of road lighting standard towards sustainable transportation in large cities in Indonesia," Procedia engineering, vol. 171, pp. 1463-1471, 2017.
  • C. Publikacja, "CIE 115-2010: Lighting of roads for motor and pedestrian traffic," CIE, Vienna, 2010.
  • Road Lighting Calculations, 2019.
  • Z. Feng, Y. Luo, and Y. Han, "Design of LED freeform optical system for road lighting with high luminance/illuminance ratio," Optics express, vol. 18, no. 21, pp. 22020-22031, 2010.
  • M. Jackett and W. Frith, "Quantifying the impact of road lighting on road safety—A New Zealand Study," IATSS research, vol. 36, no. 2, pp. 139-145, 2013.
  • M. Alrubaih, M. F. M. Zain, M. Alghoul, N. L. N. Ibrahim, M. Shameri, and O. Elayeb, "Research and development on aspects of daylighting fundamentals," Renewable and Sustainable Energy Reviews, vol. 21, pp. 494-505, 2013.
  • T. İnan, "An investigation on daylighting performance in educational institutions," Structural Survey, 2013.
  • A. Burton, H. Le Minh, Z. Ghasemlooy, and S. Rajbhandari, "A study of LED lumination uniformity with mobility for visible light communications," in 2012 international workshop on optical wireless communications (IWOW), 2012, pp. 1-3: IEEE.
  • A. Galatioto and M. Beccali, "Aspects and issues of daylighting assessment: A review study," Renewable and Sustainable Energy Reviews, vol. 66, pp. 852-860, 2016.
  • S. Carlucci, F. Causone, F. De Rosa, and L. Pagliano, "A review of indices for assessing visual comfort with a view to their use in optimization processes to support building integrated design," Renewable and sustainable energy reviews, vol. 47, pp. 1016-1033, 2015.
  • M. Güner and A. A. İlleez, "Konfeksiyon İşletmeleri Kalite Kontrol Departmanlarındaki Aydınlatma Seviyeleri," presented at the IV. Ulusal Aydınlatma Sempozyumu, İzmir, Türkiye, 2007.
  • S. Coşkuner and H. Öztop "FARKLI KULLANIM ALANLARININ AYDINLATILMASI: VERİMLİLİK VE TEMEL İLKELER," Hacettepe Üniversitesi Sosyolojik Araştırmalar E-Dergisi, pp. 1-20, 2016.
  • X. Hu and K. Qian, "Optimal design of optical system for LED road lighting with high illuminance and luminance uniformity," Applied optics, vol. 52, no. 24, pp. 5888-5893, 2013.
  • K. W. Houser, M. Wei, and M. P. Royer, "Illuminance uniformity of outdoor sports lighting," Leukos, vol. 7, no. 4, pp. 221-235, 2011.
  • M. Kayakuş and I. Üncü, "Research note: the measurement of road lighting with developed artificial intelligence software," Lighting Research & Technology, vol. 51, no. 6, pp. 969-977, 2019.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Research Articles
Yazarlar

Mehmet KAYAKUŞ (Sorumlu Yazar)
AKDENİZ ÜNİVERSİTESİ
0000-0003-0394-5862
Türkiye


İsmail Serkan ÜNCÜ
ısparta uygulamalı bilimler üniversitesi
0000-0003-4345-761X
Türkiye

Yayımlanma Tarihi 31 Temmuz 2020
Başvuru Tarihi 17 Haziran 2020
Kabul Tarihi 13 Temmuz 2020
Yayınlandığı Sayı Yıl 2020, Cilt 6, Sayı 2

Kaynak Göster

Bibtex @araştırma makalesi { ijcesen753944, journal = {International Journal of Computational and Experimental Science and Engineering}, issn = {}, eissn = {2149-9144}, address = {}, publisher = {İskender AKKURT}, year = {2020}, volume = {6}, pages = {127 - 131}, doi = {}, title = {The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks}, key = {cite}, author = {Kayakuş, Mehmet and Üncü, İsmail Serkan} }
APA Kayakuş, M. & Üncü, İ. S. (2020). The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks . International Journal of Computational and Experimental Science and Engineering , 6 (2) , 127-131 . Retrieved from https://dergipark.org.tr/tr/pub/ijcesen/issue/53246/753944
MLA Kayakuş, M. , Üncü, İ. S. "The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks" . International Journal of Computational and Experimental Science and Engineering 6 (2020 ): 127-131 <https://dergipark.org.tr/tr/pub/ijcesen/issue/53246/753944>
Chicago Kayakuş, M. , Üncü, İ. S. "The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks". International Journal of Computational and Experimental Science and Engineering 6 (2020 ): 127-131
RIS TY - JOUR T1 - The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks AU - Mehmet Kayakuş , İsmail Serkan Üncü Y1 - 2020 PY - 2020 N1 - DO - T2 - International Journal of Computational and Experimental Science and Engineering JF - Journal JO - JOR SP - 127 EP - 131 VL - 6 IS - 2 SN - -2149-9144 M3 - UR - Y2 - 2020 ER -
EndNote %0 International Journal of Computational and Experimental Science and Engineering The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks %A Mehmet Kayakuş , İsmail Serkan Üncü %T The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks %D 2020 %J International Journal of Computational and Experimental Science and Engineering %P -2149-9144 %V 6 %N 2 %R %U
ISNAD Kayakuş, Mehmet , Üncü, İsmail Serkan . "The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks". International Journal of Computational and Experimental Science and Engineering 6 / 2 (Temmuz 2020): 127-131 .
AMA Kayakuş M. , Üncü İ. S. The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks. IJCESEN. 2020; 6(2): 127-131.
Vancouver Kayakuş M. , Üncü İ. S. The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks. International Journal of Computational and Experimental Science and Engineering. 2020; 6(2): 127-131.
IEEE M. Kayakuş ve İ. S. Üncü , "The Determination of the Uniformity in Road Lighting Using Artificial Neural Networks", International Journal of Computational and Experimental Science and Engineering, c. 6, sayı. 2, ss. 127-131, Tem. 2020

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