2021
DOI: 10.1016/j.ijleo.2020.165660
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An optimal design model for tunnel lighting systems

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Cited by 10 publications
(9 citation statements)
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“…Figure 8 shows the impact of vehicle speed and position on MTPA during the process of driving out of a long tunnel. It can be seen that the variation range of the MTPA value is (15)(16)(17)(18)(19)(20) in stage 3, suddenly increases to (25)(26)(27)(28)(29)(30)(31)(32)(33)(34)(35) in stage 4, and decreases to (5-15) in stage 5. Comparing the height of the MTPA in the three sub-graphs, it can be found that the MTPA value has experienced a significant increase from stage 3 to stage 4, and then a drastic decrease from stage 4 to stage 5 when the vehicle leaves the long tunnel.…”
Section: E Effect Of Speed and Position On Mtpamentioning
confidence: 96%
See 1 more Smart Citation
“…Figure 8 shows the impact of vehicle speed and position on MTPA during the process of driving out of a long tunnel. It can be seen that the variation range of the MTPA value is (15)(16)(17)(18)(19)(20) in stage 3, suddenly increases to (25)(26)(27)(28)(29)(30)(31)(32)(33)(34)(35) in stage 4, and decreases to (5-15) in stage 5. Comparing the height of the MTPA in the three sub-graphs, it can be found that the MTPA value has experienced a significant increase from stage 3 to stage 4, and then a drastic decrease from stage 4 to stage 5 when the vehicle leaves the long tunnel.…”
Section: E Effect Of Speed and Position On Mtpamentioning
confidence: 96%
“…Based on the cellular event data, the candidate feature set could be extracted by cell switching and position updating. en the feature set was corresponding to the traffic state, position, and time interval, and the SVM classifier could be used to detect the traffic state of the main road [32].…”
Section: Application Of the Support Vector Machine Model Inmentioning
confidence: 99%
“…To determine the optimal scenario, the CRITIC method is used to calculate the weights of each criterion (w j ) using the Equations ( 13)- (15); this method uses the variance of each criterion (σ j ) and its correlation (r jk ). The matrix values are updated using the Equation ( 13) [13].…”
Section: Multi-criteria Analysismentioning
confidence: 99%
“…Currently, research has been conducted where multi-criteria models are applied to the design of street lighting systems, tunnels, and indoor spaces, as developed by [6,13,14,20,24], where multicriteria models are implemented for the problem, while the use of genetic algorithms is explored in the works of [11,15,16,21] y [26]. These studies differ in their optimization objectives and the number of criteria considered.…”
Section: Introductionmentioning
confidence: 99%
“…Since then, many researchers have proposed different optimization design methods to satisfy these guidelines. The optimization method should consider the technical design of the illumination system, such as the luminaries' parameters and spacing between them, the luminous flux and luminance inside and outside the tunnel, installation and maintenance cost [2]. For example, the study done in [3] proposed an optimization approach to tackle the issue related to the light distribution of luminaires design.…”
Section: Introductionmentioning
confidence: 99%