Research on Traffic Delays Caused by Pedestrians Crossing at a Light-Regulated Intersection: Case Study of City of Sofia †
Abstract
1. Introduction
2. Materials and Methods
2.1. Measurement Methodology
2.2. Carrying Out the Measurement
- Recording of waiting times for a period of 1 h for the morning and evening peak periods, from 08:00 to 09:00 and from 18:00 to 19:00.
- Recording of waiting times for 15 consecutive cycles of the traffic light system in the same interval, starting at the 30th minute for each of the remaining hours. The aim was to determine the nature of any change in waiting times in non-peak periods.
3. Results
3.1. Measurement Results for Phase 1
3.2. Measurement Results for Phase 2
3.3. Measurement Results for Phase 3
4. Discussion
4.1. Phase 1
- from 08:00 to 09:00, 10.30 s
- from 18:00 to 19:00, 11.92 s
- from 09:00 to 18:00, 12.13 s
4.2. Phase 2
- from 08:00 to 09:00 is 7.85 s
- from 09:00 to 18:00 is 10.68 s
- from 18:00 to 19:00 is 8.33 s
4.3. Phase 3
4.3.1. Analysis of Data on Delays Caused by Pedestrians Crossing Entrance 2
4.3.2. Analysis of Data on Delays Caused by Pedestrians Crossing Entrance 4
5. Conclusions and Further Work
- Evaluation of a variant with a phase plan that provides for the passage of left-turning flows in a separate phase;
- Adjusting the traffic light system in real time, according to the needs of individual transport and pedestrian flows;
- Introducing separate pedestrian phases when increasing the intensity of pedestrian traffic;
- Separating pedestrian and vehicle traffic through pedestrian overpasses or underpasses.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
| № | WT | PP | VP | TVPC | WT | PP | VP | TVPC | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 4th | 4-1 | 4-2 | 4-3 | 1st | 2nd | 3rd | 4th | 4-1 | 4-2 | 4-3 | |||||
| 09:00–10:00 | 10:00–11:00 | |||||||||||||||||
| 1 | 14.84 | 19.76 | 27 | 4 | 6 | 10 | 10.04 | 9 | 3 | 4 | 1 | 8 | ||||||
| 2 | 7.88 | 5 | 4 | 8 | 12 | 5.59 | 10 | 2 | 8 | 2 | 12 | |||||||
| 3 | 14.84 | 8 | 2 | 7 | 1 | 10 | 12.53 | 9 | 6 | 9 | 1 | 16 | ||||||
| 4 | 13.18 | 7 | 3 | 5 | 8 | 13.71 | 13 | 5 | 8 | 0 | 13 | |||||||
| 5 | 6.86 | 5 | 5 | 6 | 11 | 17.77 | 27 | 3 | 9 | 0 | 12 | |||||||
| 6 | 11.31 | 18.79 | 9 | 4 | 9 | 13 | 17.89 | 15 | 3 | 9 | 12 | |||||||
| 7 | 15.18 | 5 | 5 | 7 | 2 | 14 | 4.81 | 5 | 4 | 14 | 1 | 19 | ||||||
| 8 | 8.64 | 1 | 8 | 4 | 12 | 13.64 | 10 | 4 | 8 | 12 | ||||||||
| 9 | 0 | 15.21 | 14 | 6 | 5 | 1 | 12 | 22.87 | 30 | 2 | 11 | 13 | ||||||
| 10 | 0 | 10.96 | 2 | 4 | 8 | 12 | 7.75 | 11 | 4 | 5 | 9 | |||||||
| 11 | 10.9 | 5 | 7 | 4 | 11 | 17.71 | 28 | 4 | 8 | 12 | ||||||||
| 12 | 10.19 | 8 | 4 | 3 | 1 | 8 | 10.65 | 6 | 7 | 8 | 2 | 17 | ||||||
| 13 | 8.36 | 17.2 | 8 | 4 | 7 | 11 | 5.86 | 13.87 | 8 | 3 | 8 | 1 | 12 | |||||
| 14 | 10.5 | 10 | 3 | 6 | 9 | 11.83 | 9 | 4 | 5 | 1 | 10 | |||||||
| 15 | 5.8 | 4 | 5 | 5 | 3 | 13 | 21.3 | 33 | 4 | 10 | 14 | |||||||
| 11:00–12:00 | 12:00–13:00 | |||||||||||||||||
| 1 | 5.33 | 2 | 6 | 11 | 1 | 18 | 9.72 | 25 | 3 | 5 | 1 | 9 | ||||||
| 2 | 3.23 | 2 | 7 | 7 | 14 | 11.72 | 15.41 | 15 | 3 | 8 | 2 | 13 | ||||||
| 3 | 9.73 | 7 | 5 | 4 | 1 | 10 | 13.8 | 16 | 4 | 8 | 12 | |||||||
| 4 | 5.66 | 7 | 3 | 5 | 1 | 9 | 14.87 | 12 | 3 | 9 | 12 | |||||||
| 5 | 11.59 | 10 | 3 | 10 | 13 | 4.75 | 15.65 | 25 | 6 | 10 | 3 | 19 | ||||||
| 6 | 12.28 | 15 | 1 | 7 | 1 | 9 | 16.14 | 23 | 6 | 8 | 1 | 15 | ||||||
| 7 | 13.77 | 11 | 3 | 9 | 1 | 13 | 14.9 | 13 | 5 | 11 | 1 | 17 | ||||||
| 8 | 13.4 | 7 | 4 | 8 | 1 | 13 | 12.48 | 15 | 4 | 10 | 0 | 14 | ||||||
| 9 | 6.99 | 2 | 6 | 10 | 2 | 18 | 20.46 | 33 | 4 | 8 | 12 | |||||||
| 10 | 6.39 | 10 | 4 | 7 | 1 | 12 | 11.22 | 16 | 6 | 6 | 2 | 14 | ||||||
| 11 | 2.4 | 2 | 6 | 8 | 1 | 15 | 15.83 | 19 | 4 | 8 | 1 | 13 | ||||||
| 12 | 13.27 | 16 | 4 | 9 | 1 | 14 | 14.92 | 18 | 5 | 8 | 1 | 14 | ||||||
| 13 | 9.94 | 4 | 6 | 9 | 15 | 13.44 | 12 | 4 | 11 | 0 | 15 | |||||||
| 14 | 6 | 2 | 7 | 8 | 15 | 21.86 | 34 | 2 | 11 | 1 | 14 | |||||||
| 15 | 4.93 | 3 | 5 | 5 | 4.99 | 12.09 | 10 | 5 | 9 | 1 | 15 | |||||||
| 13:00–14:00 | 14:00–15:00 | |||||||||||||||||
| 1 | 1.66 | 9.99 | 10 | 6 | 10 | 16 | 13.05 | 21 | 5 | 10 | 15 | |||||||
| 2 | 8.79 | 12.89 | 16 | 4 | 9 | 1 | 14 | 16.53 | 26 | 4 | 9 | 13 | ||||||
| 3 | 11.28 | 14 | 6 | 7 | 2 | 15 | 17.4 | 23 | 4 | 9 | 13 | |||||||
| 4 | 16.4 | 21 | 3 | 9 | 2 | 14 | 18.28 | 22.78 | 20 | 5 | 8 | 1 | 14 | |||||
| 5 | 18.89 | 30 | 3 | 8 | 2 | 13 | 18.45 | 28 | 4 | 8 | 2 | 14 | ||||||
| 6 | 12.03 | 7 | 5 | 9 | 14 | 12.92 | 11 | 5 | 9 | 14 | ||||||||
| 7 | 13.46 | 13 | 4 | 5 | 2 | 11 | 17.73 | 13 | 5 | 8 | 13 | |||||||
| 8 | 0 | 13.13 | 5 | 6 | 10 | 16 | 14.45 | 16 | 6 | 7 | 13 | |||||||
| 9 | 13.46 | 8 | 6 | 6 | 2 | 14 | 18.07 | 38 | 4 | 11 | 1 | 16 | ||||||
| 10 | 10.7 | 10 | 6 | 8 | 1 | 15 | 14 | 17 | 5 | 10 | 15 | |||||||
| 11 | 10.18 | 8 | 6 | 9 | 1 | 16 | 13.61 | 11 | 3 | 13 | 1 | 17 | ||||||
| 12 | 10.66 | 11 | 6 | 6 | 12 | 16.96 | 25 | 4 | 9 | 13 | ||||||||
| 13 | 15.05 | 17 | 3 | 10 | 13 | 16.5 | 15 | 5 | 11 | 16 | ||||||||
| 14 | 7.02 | 10 | 4 | 11 | 1 | 16 | 18.91 | 23 | 2 | 12 | 14 | |||||||
| 15 | 4.02 | 3.25 | 2 | 4 | 8 | 1 | 13 | 17.18 | 35 | 3 | 9 | 12 | ||||||
| 15:00–16:00 | 16:00–17:00 | |||||||||||||||||
| 1 | 9.46 | 5 | 6 | 10 | 1 | 17 | 14.22 | 11 | 3 | 10 | 13 | |||||||
| 2 | 9.08 | 12 | 6 | 8 | 1 | 15 | 13.69 | 10 | 4 | 9 | 13 | |||||||
| 3 | 18.28 | 20.77 | 23 | 4 | 9 | 1 | 14 | 3.05 | 11.61 | 5 | 5 | 9 | 1 | 15 | ||||
| 4 | 16.46 | 20 | 3 | 11 | 14 | 22.04 | 24 | 3 | 10 | 13 | ||||||||
| 5 | 17.35 | 18 | 4 | 11 | 15 | 14.97 | 12 | 4 | 7 | 2 | 13 | |||||||
| 6 | 6.89 | 6.75 | 8 | 5 | 8 | 1 | 14 | 8.61 | 7 | 5 | 10 | 15 | ||||||
| 7 | 10.58 | 6 | 5 | 10 | 15 | 2.83 | 5 | 5 | 11 | 1 | 17 | |||||||
| 8 | 9.65 | 11 | 3 | 10 | 13 | 11.24 | 15 | 7 | 7 | 1 | 15 | |||||||
| 9 | 17.32 | 28 | 4 | 9 | 13 | 11.91 | 13 | 4 | 8 | 2 | 14 | |||||||
| 10 | 12.28 | 14 | 4 | 10 | 14 | 13.77 | 18 | 4 | 6 | 2 | 12 | |||||||
| 11 | 12.3 | 8 | 4 | 9 | 13 | 11.82 | 17 | 5 | 4 | 1 | 10 | |||||||
| 12 | 13.59 | 9 | 3 | 10 | 1 | 14 | 16.54 | 13 | 4 | 6 | 2 | 12 | ||||||
| 13 | 7.9 | 6.24 | 16 | 6 | 8 | 1 | 15 | 12.84 | 15.89 | 11 | 3 | 8 | 1 | 12 | ||||
| 14 | 20.02 | 20 | 3 | 2 | 3 | 8 | 10.71 | 15 | 8 | 8 | 1 | 17 | ||||||
| 15 | 10.52 | 14.74 | 10 | 3 | 7 | 2 | 12 | 12.8 | 14 | 4 | 11 | 15 | ||||||
| 17:00–18:00 | ||||||||||||||||||
| 1 | 5.43 | 7 | 2 | 6 | 6 | 2 | 8 | |||||||||||
| 2 | 5 | 0 | 3 | 3 | 4 | 5 | ||||||||||||
| 3 | 7.5 | 8 | 0 | 7 | 7 | 4 | 4 | |||||||||||
| 4 | 2.89 | 1 | 2 | 11 | 11 | 4 | 3 | |||||||||||
| 5 | 4 | 0 | 8 | 8 | 5 | 5 | ||||||||||||
| 6 | 9 | 0 | 11 | 11 | 2 | 7 | ||||||||||||
| 7 | 3 | 0 | 10 | 10 | 4 | 6 | ||||||||||||
| 8 | 2 | 0 | 9 | 9 | 5 | 5 | ||||||||||||
| 9 | 4 | 1 | 4 | 4 | 2 | 3 | ||||||||||||
| 10 | 2 | 0 | 8 | 8 | 5 | 2 | ||||||||||||
| 11 | 7 | - | 3 | 3 | 4 | 5 | ||||||||||||
| 12 | 3 | 0 | 7 | 7 | 3 | 4 | ||||||||||||
| 13 | 4 | 1 | 6 | 6 | 4 | 5 | ||||||||||||
| 14 | 7 | 0 | 8 | 8 | 5 | 4 | ||||||||||||
| 15 | 5 | 0 | 4 | 4 | 2 | 7 | ||||||||||||
| № | WT | PP | VP | TVPC | WT | PP | VP | TVPC | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 4th | 2-3 | 2-4 | 2-1 | 1-2 | 1st | 2nd | 3rd | 4th | 2-3 | 2-4 | 2-1 | 1-2 | |||||
| 09:00–10:00 | 10:00–11:00 | |||||||||||||||||||
| 1 | 5.43 | 7 | 2 | 6 | 2 | 8 | 16 | 13 | 21 | 3 | 7 | 4 | 2 | 16 | ||||||
| 2 | 5 | 0 | 3 | 4 | 5 | 12 | 15 | 0 | 8 | 7 | 1 | 16 | ||||||||
| 3 | 7.5 | 8 | 0 | 7 | 4 | 4 | 15 | 8 | 1 | 8 | 6 | 0 | 15 | |||||||
| 4 | 2.89 | 1 | 2 | 11 | 4 | 3 | 18 | 7.63 | 11 | 1 | 2 | 3 | 2 | 8 | ||||||
| 5 | 4 | 0 | 8 | 5 | 5 | 18 | 15.39 | 12 | 4 | 5 | 1 | 2 | 12 | |||||||
| 6 | 9 | 0 | 11 | 2 | 7 | 20 | 6.52 | 11.66 | 18 | 3 | 4 | 4 | 1 | 12 | ||||||
| 7 | 3 | 0 | 10 | 4 | 6 | 20 | 10.42 | 15 | 2 | 6 | 4 | 0 | 12 | |||||||
| 8 | 2 | 0 | 9 | 5 | 5 | 19 | 10.64 | 12 | 3 | 11 | 1 | 2 | 17 | |||||||
| 9 | 4 | 1 | 4 | 2 | 3 | 9 | 14.66 | 17 | 3 | 3 | 5 | 0 | 11 | |||||||
| 10 | 2 | 0 | 8 | 5 | 2 | 15 | 12.47 | 18 | 2 | 6 | 6 | 1 | 15 | |||||||
| 11 | 7 | - | 3 | 4 | 5 | 12 | 0 | 12 | 2 | 9 | 4 | 1 | 16 | |||||||
| 12 | 3 | 0 | 7 | 3 | 4 | 14 | 15.03 | 16 | 1 | 4 | 5 | 0 | 10 | |||||||
| 13 | 4 | 1 | 6 | 4 | 5 | 15 | 11.3 | 14 | 3 | 8 | 4 | 2 | 17 | |||||||
| 14 | 7 | 0 | 8 | 5 | 4 | 17 | 15.94 | 19.24 | 22 | 2 | 5 | 5 | 1 | 13 | ||||||
| 15 | 5 | 0 | 4 | 2 | 7 | 13 | 4.52 | 7.03 | 15 | 3 | 7 | 3 | 1 | 14 | ||||||
| 11:00–12:00 | 12:00–13:00 | |||||||||||||||||||
| 1 | 10.64 | 5.45 | 12 | 3 | 8 | 4 | 2 | 17 | 18.45 | 14 | 3 | 7 | 3 | 5 | 18 | |||||
| 2 | 12.63 | 14 | 2 | 9 | 4 | 1 | 16 | 13.07 | 17 | 3 | 8 | 9 | 3 | 23 | ||||||
| 3 | 11.4 | 13.4 | 7 | 3 | 8 | 5 | 1 | 17 | 21 | 4 | 6 | 5 | 3 | 18 | ||||||
| 4 | 3.16 | 5 | 2 | 12 | 3 | 2 | 19 | 18.15 | 17 | 3 | 7 | 8 | 2 | 20 | ||||||
| 5 | 17.79 | 13 | 2 | 6 | 3 | 1 | 12 | 14.24 | 13 | 3 | 6 | 3 | 0 | 12 | ||||||
| 6 | 8.3 | 8 | 2 | 12 | 3 | 0 | 17 | 14.58 | 22 | 2 | 7 | 4 | 3 | 16 | ||||||
| 7 | 12.75 | 11 | 3 | 10 | 3 | 4 | 20 | 21.78 | 19 | 3 | 1 | 8 | 4 | 16 | ||||||
| 8 | 6.69 | 4 | 3 | 7 | 4 | 1 | 15 | 7.66 | 7 | 3 | 6 | 6 | 3 | 18 | ||||||
| 9 | 8.69 | 8 | 3 | 8 | 5 | 0 | 16 | 10.18 | 15 | 2 | 10 | 6 | 5 | 23 | ||||||
| 10 | 11.23 | 5 | 3 | 8 | 3 | 0 | 14 | 20 | 0 | 10 | 7 | 4 | 21 | |||||||
| 11 | 10.64 | 7 | 5 | 7 | 4 | 0 | 16 | 20.58 | 20 | 2 | 10 | 1 | 1 | 14 | ||||||
| 12 | 0 | 8 | 1 | 8 | 6 | 0 | 15 | 14.71 | 15 | 4 | 6 | 3 | 0 | 13 | ||||||
| 13 | 6 | 3 | 6 | 4 | 1 | 14 | 21.94 | 28 | 3 | 8 | 4 | 0 | 15 | |||||||
| 14 | 5.86 | 5 | 3 | 7 | 8 | 2 | 20 | 13.26 | 15.25 | 10 | 2 | 9 | 3 | 1 | 15 | |||||
| 15 | 14.37 | 11 | 2 | 1 | 3 | 13.38 | 13 | 3 | 8 | 6 | 2 | 19 | ||||||||
| 13:00–14:00 | 14:00–15:00 | |||||||||||||||||||
| 1 | 16.62 | 21 | 3 | 7 | 4 | 1 | 15 | 8.87 | 10 | 2 | 9 | 5 | 2 | 18 | ||||||
| 2 | 5.88 | 15.93 | 15 | 3 | 6 | 4 | 0 | 13 | 18.09 | 25 | 2 | 9 | 3 | 1 | 15 | |||||
| 3 | 0.45 | 10 | 2 | 13 | 7 | 0 | 22 | 6.57 | 15 | 2 | 8 | 4 | 2 | 16 | ||||||
| 4 | 7.4 | 9 | 1 | 10 | 5 | 2 | 18 | 16.42 | 23 | 1 | 13 | 4 | 0 | 18 | ||||||
| 5 | 5.46 | 17 | 2 | 7 | 5 | 2 | 16 | 11.28 | 13.48 | 12 | 3 | 4 | 6 | 2 | 15 | |||||
| 6 | 8.01 | 6 | 1 | 10 | 6 | 0 | 17 | 16.04 | 18 | 4 | 10 | 2 | 16 | |||||||
| 7 | 13.41 | 18 | 2 | 4 | 8 | 2 | 16 | 15.05 | 20 | 2 | 14 | 16 | ||||||||
| 8 | 11 | 2 | 10 | 5 | 1 | 18 | 5.33 | 13 | 3 | 8 | 5 | 2 | 18 | |||||||
| 9 | 12.75 | 9 | 3 | 6 | 3 | 1 | 13 | 10.2 | 8 | 1 | 6 | 4 | 1 | 12 | ||||||
| 10 | 19 | 1 | 13 | 4 | 2 | 20 | 11.43 | 14.46 | 11 | 2 | 10 | 1 | 13 | |||||||
| 11 | 15.15 | 15 | 4 | 8 | 2 | 1 | 15 | 12.67 | 8 | 5 | 8 | 2 | 15 | |||||||
| 12 | 14.40 | 16 | 3 | 3 | 4 | 2 | 12 | 8.21 | 6 | 4 | 10 | 3 | 2 | 19 | ||||||
| 13 | 10.71 | 19 | 3 | 7 | 3 | 1 | 14 | 1 | 1 | 5 | 8 | 4 | 1 | 18 | ||||||
| 14 | 18.59 | 25 | 9 | 3 | 0 | 12 | 8.44 | 12.92 | 16 | 4 | 7 | 2 | 2 | 15 | ||||||
| 15 | 16.71 | 27 | 4 | 8 | 3 | 2 | 17 | 8.69 | 12.54 | 5 | 2 | 6 | 4 | 2 | 14 | |||||
| 15:00–16:00 | 16:00–17:00 | |||||||||||||||||||
| 1 | 5.14 | 16 | 3 | 6 | 5 | 0 | 14 | 6.24 | 6 | 4 | 10 | 5 | 1 | 20 | ||||||
| 2 | 12 | 1 | 8 | 5 | 0 | 14 | 4.4 | 15 | 3 | 12 | 3 | 2 | 20 | |||||||
| 3 | 15.45 | 15 | 3 | 5 | 7 | 2 | 17 | 14.16 | 8 | 4 | 9 | 4 | 2 | 19 | ||||||
| 4 | 12.68 | 19 | 2 | 11 | 4 | 2 | 19 | 8.62 | 6 | 3 | 6 | 5 | 0 | 14 | ||||||
| 5 | 10.51 | 12 | 2 | 8 | 6 | 3 | 19 | 18.57 | 16 | 2 | 6 | 5 | 1 | 14 | ||||||
| 6 | 15.56 | 13 | 3 | 13 | 4 | 2 | 22 | 9.26 | 6 | 4 | 4 | 1 | 1 | 10 | ||||||
| 7 | 11.56 | 16 | 3 | 5 | 7 | 2 | 17 | 9 | 2 | 14 | 7 | 2 | 25 | |||||||
| 8 | 7.7 | 14 | 1 | 7 | 3 | 1 | 12 | 4.56 | 10.91 | 12 | 2 | 8 | 6 | 0 | 16 | |||||
| 9 | 17.39 | 21 | 2 | 6 | 8 | 1 | 17 | 8 | 2 | 13 | 2 | 1 | 18 | |||||||
| 10 | 14 | 1 | 9 | 4 | 1 | 15 | 17.9 | 16 | 1 | 6 | 5 | 3 | 15 | |||||||
| 11 | 8.29 | 16 | 2 | 7 | 6 | 2 | 17 | 8.02 | 6 | 4 | 7 | 9 | 2 | 22 | ||||||
| 12 | 12.15 | 21 | 3 | 6 | 5 | 2 | 16 | 5.2 | 8 | 3 | 4 | 9 | 2 | 18 | ||||||
| 13 | 16.67 | 18 | 3 | 2 | 8 | 1 | 14 | 10.32 | 10 | 3 | 10 | 6 | 1 | 20 | ||||||
| 14 | 10.6 | 11 | 1 | 12 | 9 | 1 | 23 | 4.55 | 11 | 1 | 9 | 2 | 1 | 13 | ||||||
| 15 | 13.12 | 16 | 2 | 9 | 8 | 2 | 21 | 7 | 1 | 12 | 2 | 0 | 15 | |||||||
| 17:00–18:00 | ||||||||||||||||||||
| 1 | 10.51 | 16 | 3 | 6 | 4 | 1 | 14 | |||||||||||||
| 2 | 16.73 | 25 | 2 | 6 | 5 | 3 | 16 | |||||||||||||
| 3 | 9.05 | 12 | 3 | 3 | 7 | 0 | 13 | |||||||||||||
| 4 | 16 | 0 | 6 | 12 | 1 | 19 | ||||||||||||||
| 5 | 14.98 | 15 | 2 | 11 | 7 | 1 | 21 | |||||||||||||
| 6 | 25.23 | 20 | 2 | 11 | 1 | 1 | 15 | |||||||||||||
| 7 | 16.14 | 15 | 1 | 7 | 10 | 1 | 19 | |||||||||||||
| 8 | 18 | 1 | 14 | 6 | 1 | 22 | ||||||||||||||
| 9 | 14.57 | 15 | 2 | 12 | 4 | 0 | 18 | |||||||||||||
| 10 | 9.78 | 13.08 | 17 | 1 | 11 | 3 | 1 | 16 | ||||||||||||
| 11 | 17.02 | 22 | 2 | 9 | 3 | 1 | 15 | |||||||||||||
| 12 | 3.46 | 5 | 7 | 2 | 11 | 6 | 1 | 20 | ||||||||||||
| 13 | 10.65 | 16 | 3 | 7 | 8 | 2 | 20 | |||||||||||||
| 14 | 10.82 | 12 | 2 | 9 | 3 | 0 | 14 | |||||||||||||
| 15 | 5.78 | 21 | 1 | 14 | 2 | 1 | 18 | |||||||||||||
Appendix B
| № | WT 1-2 | PP | VP 1-2 | WT 3-2 | VP 3-2 | WTV 3-2 | VPV 3-2 | VP 1-3 | TVPC | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 1st | 2nd | |||||||
| 1 | 18.47 | 24 | 2 | 21.01 | 23.49 | 3 | 4 | 9 | ||||||
| 2 | 11.49 | 10.56 | 14 | 2 | 14.97 | 2 | 4 | |||||||
| 3 | 13 | 0 | 14.92 | 3 | 6 | 9 | ||||||||
| 4 | 11.55 | 17 | 3 | 12.9 | 29.82 | 3 | 6 | |||||||
| 5 | 6.78 | 15 | 2 | 6.47 | 12.62 | 3 | 5 | 10 | ||||||
| 6 | 13.27 | 18 | 2 | 16.1 | 3 | 5 | ||||||||
| 7 | 17.53 | 11 | 3 | 17.53 | 3 | 6 | 12 | |||||||
| 8 | 5.2 | 12 | 4 | 29.8 | 3 | 7 | ||||||||
| 9 | 8.86 | 9 | 3 | 12.49 | 2 | 3 | 8 | |||||||
| 10 | 15.37 | 17 | 3 | 30.75 | 4 | 7 | ||||||||
| 11 | 12.8 | 8 | 3 | 12.8 | 16.22 | 3 | 3 | 9 | ||||||
| 12 | 16.95 | 15 | 2 | 16.95 | 25.3 | 4 | 6 | |||||||
| 13 | 21.2 | 17 | 3 | 10.51 | 24.79 | 2 | 7 | 12 | ||||||
| 14 | 20.68 | 21 | 2 | 32.5 | 2 | 4 | ||||||||
| 15 | 14.85 | 5 | 1 | 28.3 | 2 | 6 | 9 | |||||||
| 16 | 14.32 | 19 | 3 | 10.85 | 2 | 5 | ||||||||
| 17 | 10 | 2 | 10.58 | 3 | 3 | 8 | ||||||||
| 18 | 13.15 | 7 | 3 | 18.98 | 30.01 | 2 | 5 | |||||||
| 19 | 21 | 0 | 16.47 | 1 | 4 | 5 | ||||||||
| 20 | 11.19 | 13 | 1 | 14.53 | 1 | 2 | ||||||||
| 21 | 13.65 | 16 | 1 | 16.22 | 20.32 | 4 | 4 | 9 | ||||||
| 22 | 14.05 | 19 | 3 | 26 | 3 | 6 | ||||||||
| 23 | 9.78 | 15.68 | 9 | 2 | 11.88 | 4 | 6 | 12 | ||||||
| 24 | 14 | 0 | 12.21 | 19.52 | 4 | 4 | ||||||||
| 25 | 16.67 | 13 | 2 | 10.46 | 21.67 | 23.03 | 3 | 4 | 9 | |||||
| 26 | 17.21 | 25 | 5 | 34.04 | 2 | 7 | ||||||||
| 27 | 31.01 | 17 | 3 | 21.96 | 4 | 4 | 11 | |||||||
| 28 | 11.79 | 13 | 2 | 25.62 | 1 | 3 | ||||||||
| 29 | 18.83 | 16 | 2 | 14.57 | 3 | 5 | 10 | |||||||
| 30 | 11 | 0 | 13.39 | 2 | 2 | |||||||||
| 31 | 26 | 0 | 19.59 | 2 | 27.35 | 1 | 6 | 9 | ||||||
| 32 | 10.06 | 13 | 1 | 0 | 1 | |||||||||
| 33 | 16 | 1 | 11.27 | 14.49 | 2 | 4 | 7 | |||||||
| 34 | 12.48 | 15 | 2 | 9.08 | 2 | 4 | ||||||||
| 35 | 16.41 | 17 | 1 | 12.15 | 1 | 3 | 5 | |||||||
| 36 | 10.11 | 12 | 1 | 13.43 | 19.97 | 3 | 4 | |||||||
| 37 | 14.6 | 11 | 2 | 19.46 | 3 | 4 | 9 | |||||||
| 38 | 19.63 | 13 | 2 | 16.56 | 3 | 5 | ||||||||
| 39 | 17 | 14 | 2 | 20.62 | 2 | 30.48 | 1 | 5 | ||||||
| 40 | 19.38 | 16 | 2 | 7.57 | 24.85 | 4 | 6 | |||||||
| Total: | 592 | 78 | 94 | 11 | 87 | 270 | 592 | 78 | ||||||
| № | WT 1-2 | PP | VP 1-2 | WT 3-2 | VP 3-2 | WTV 3-2 | VPV 3-2 | VP 1-3 | TVPC | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 1st | 2nd | |||||||
| 09:00–10:00 | ||||||||||||||
| 1 | 12.59 | 6 | 8 | 5.53 | 2 | 11.41 | 1 | 1 | 12 | |||||
| 2 | 11 | 5 | 10.15 | 2 | 2 | 9 | ||||||||
| 3 | 4 | 4 | 14.56 | 3 | 18.04 | 1 | 3 | 11 | ||||||
| 4 | 11.26 | 4 | 3 | 11.52 | 3 | 7 | 13 | |||||||
| 5 | 13.93 | 8 | 5 | 6.78 | 2 | 1 | 8 | |||||||
| 6 | 3 | 7 | 7.13 | 4 | 0 | 11 | ||||||||
| 7 | 4 | 6 | 9.63 | 2 | 2 | 10 | ||||||||
| 8 | 11 | 5 | 6.73 | 2 | 10.94 | 1 | 3 | 11 | ||||||
| 9 | 2 | 3 | 24.69 | 2 | 4 | 9 | ||||||||
| 10 | 25.21 | 8 | 2 | 9.56 | 1 | 2 | 5 | |||||||
| 11 | 5.12 | 7 | 5 | 8.01 | 1 | 1 | 7 | |||||||
| 12 | 7.01 | 1 | 4 | 23.24 | 4 | 0 | 8 | |||||||
| 13 | 9 | 5 | 10.45 | 3 | 4 | 12 | ||||||||
| 14 | 7.94 | 9 | 4 | 11.15 | 2 | 3 | 9 | |||||||
| 15 | 6 | 7 | 15.58 | 4 | 4 | 15 | ||||||||
| 10:00–11:00 | ||||||||||||||
| 1 | 16.48 | 12 | 2 | 16.48 | 2 | 2 | 6 | |||||||
| 2 | 5.8 | 14 | 1 | 0 | 1 | 5 | 7 | |||||||
| 3 | 7 | 0 | 3 | 3 | ||||||||||
| 4 | 13.38 | 24.93 | 12 | 2 | 24.93 | 2 | 4 | 8 | ||||||
| 5 | 20.48 | 25 | 2 | 23.02 | 1 | 4 | 7 | |||||||
| 6 | 0 | 8 | 1 | 9.21 | 2 | 5 | 8 | |||||||
| 7 | 0 | 7 | 0 | 0 | 0 | 5 | 5 | |||||||
| 8 | 12.63 | 12 | 2 | 16.88 | 1 | 2 | 5 | |||||||
| 9 | 16 | 0 | 9.01 | 1 | 4 | 5 | ||||||||
| 10 | 20.18 | 9 | 1 | 20.2 | 1 | 4 | 6 | |||||||
| 11 | 5.74 | 9 | 1 | 8.61 | 3 | 6 | 10 | |||||||
| 12 | 9 | 0 | 7.31 | 3 | 3 | 6 | ||||||||
| 13 | 0 | 3 | 2 | 0 | 6.71 | 3 | 3 | 8 | ||||||
| 14 | 5.26 | 13 | 1 | 23.69 | 2 | 5 | 8 | |||||||
| 15 | 8 | 1 | 11.81 | 3 | 5 | 9 | ||||||||
| 11:00–12:00 | ||||||||||||||
| 1 | 15.28 | 13 | 2 | 15.28 | 4 | 2 | 8 | |||||||
| 2 | 8.6 | 8 | 1 | 8.6 | 1 | 1 | 3 | |||||||
| 3 | 0 | 10 | 1 | 8.1 | 2 | 2 | 5 | |||||||
| 4 | 19.03 | 9 | 2 | 13.07 | 2 | 2 | 6 | |||||||
| 5 | 0 | 14 | 1 | 14.19 | 2 | 3 | 6 | |||||||
| 6 | 8 | 0 | 6.68 | 2 | 5 | 7 | ||||||||
| 7 | 15.54 | 15 | 4 | 17.45 | 7.76 | 4 | 3 | 11 | ||||||
| 8 | 16.42 | 13 | 1 | 16.42 | 5 | 4 | 10 | |||||||
| 9 | 7 | 0 | 0 | 1 | 5 | 6 | ||||||||
| 10 | 2 | 0 | 2 | 0 | 4 | 4 | ||||||||
| 11 | 13 | 0 | 13.41 | 3 | 2 | 5 | ||||||||
| 12 | 10 | 0 | 10.21 | 3 | 3 | 6 | ||||||||
| 13 | 11 | 1 | 20.24 | 1 | 5 | 7 | ||||||||
| 14 | 5.31 | 5 | 2 | 9.59 | 5 | 3 | 10 | |||||||
| 15 | 4 | 1 | 0 | 1 | 5 | 7 | ||||||||
| 12:00–13:00 | ||||||||||||||
| 1 | 17.07 | 20 | 5 | 22.86 | 2 | 3 | 10 | |||||||
| 2 | 13.08 | 18 | 3 | 21.08 | 1 | 2 | 6 | |||||||
| 3 | 14.39 | 10 | 3 | 0 | 0 | 5 | 8 | |||||||
| 4 | 25.85 | 15 | 2 | 25.85 | 2 | 5 | 9 | |||||||
| 5 | 13 | 0 | 0 | 0 | 5 | 5 | ||||||||
| 6 | 15 | 3 | 3 | 4 | 10 | |||||||||
| 7 | 18.73 | 8 | 4 | 15.82 | 3 | 3 | 10 | |||||||
| 8 | 27.03 | 10 | 3 | 29.1 | 1 | 4 | 8 | |||||||
| 9 | 20.55 | 23 | 5 | 20.55 | 4 | 3 | 12 | |||||||
| 10 | 24.27 | 20 | 4 | 30.68 | 3 | 3 | 10 | |||||||
| 11 | 21.93 | 22 | 1 | 27.62 | 2 | 7 | 10 | |||||||
| 12 | 10 | 0 | 17.24 | 5 | 7 | 12 | ||||||||
| 13 | 21 | 0 | 16.58 | 18.54 | 4 | 4 | 8 | |||||||
| 14 | 14 | 1 | 30.58 | 3 | 9 | 13 | ||||||||
| 15 | 14 | 2 | 17.72 | 2 | 5 | 9 | ||||||||
| 13:00–14:00 | ||||||||||||||
| 1 | 12 | 1 | 10.33 | 1 | 4 | 6 | ||||||||
| 2 | 19 | 0 | 4 | 4 | ||||||||||
| 3 | 18 | 0 | 12.56 | 2 | 3 | 5 | ||||||||
| 4 | 10.54 | 13 | 2 | 15.41 | 2 | 4 | 8 | |||||||
| 5 | 4.79 | 12.58 | 15 | 2 | 7.98 | 2 | 5 | 9 | ||||||
| 6 | 10 | 0 | 10.82 | 15.89 | 5 | 5 | 10 | |||||||
| 7 | 19.92 | 11 | 2 | 17.28 | 3 | 2 | 7 | |||||||
| 8 | 12.47 | 18 | 1 | 26.65 | 2 | 3 | 6 | |||||||
| 9 | 20.45 | 13 | 1 | 18.8 | 2 | 2 | 5 | |||||||
| 10 | 14.46 | 15 | 2 | 17.65 | 24.65 | 2 | 4 | 8 | ||||||
| 11 | 18.13 | 30 | 1 | 18.13 | 2 | 1 | 4 | |||||||
| 12 | 15.57 | 1 8 | 2 | 18.5 | 3 | 5 | 10 | |||||||
| 13 | 13 | 1 | 12.49 | 3 | 4 | 8 | ||||||||
| 14 | 16 | 0 | 13.19 | 3 | 3 | 6 | ||||||||
| 15 | 13.6 | 25 | 2 | 17.22 | 2 | 3 | 7 | |||||||
| 14:00–15:00 | ||||||||||||||
| 1 | 7.41 | 11 | 2 | 15.25 | 2 | 3 | 7 | |||||||
| 2 | 4 | 1 | 6.12 | 3 | 2 | 6 | ||||||||
| 3 | 12 | 2 | 21.71 | 2 | 3 | 7 | ||||||||
| 4 | 16 | 0 | 13.26 | 2 | 15.55 | 1 | 4 | 7 | ||||||
| 5 | 5 | 2 | 5.38 | 2 | 3 | 7 | ||||||||
| 6 | 15 | 6.89 | 10.25 | 2 | 10.25 | 1 | 1 | 4 | ||||||
| 7 | 11 | 15.81 | 3 | 4 | 7 | |||||||||
| 8 | 13 | 2 | 13.71 | 3 | 3 | 8 | ||||||||
| 9 | 10.61 | 12 | 1 | 14.06 | 4 | 5 | 10 | |||||||
| 10 | 10.58 | 11 | 1 | 16.98 | 2 | 6 | 9 | |||||||
| 11 | 4 | 1 | 2 | 3 | ||||||||||
| 12 | 6.78 | 6 | 2 | 20.79 | 24.56 | 3 | 4 | 9 | ||||||
| 13 | 16 | 1 | 7.15 | 2 | 3 | 6 | ||||||||
| 14 | 10 | 2 | 10.77 | 4 | 2 | 8 | ||||||||
| 15 | 12.14 | 8 | 2 | 10.04 | 3 | 5 | 10 | |||||||
| 15:00–16:00 | ||||||||||||||
| 1 | 15 | 0 | 21.41 | 3 | 7 | 10 | ||||||||
| 2 | 10 | 0 | 11.32 | 1 | 1 | 2 | ||||||||
| 3 | 11.71 | 30.91 | 21 | 2 | 30.91 | 2 | 3 | 7 | ||||||
| 4 | 17.93 | 25.07 | 25 | 2 | 25.07 | 2 | 3 | 7 | ||||||
| 5 | 16 | 3 | 11.65 | 24.92 | 2 | 4 | 9 | |||||||
| 6 | 17.56 | 8 | 2 | 13.16 | 4 | 3 | 9 | |||||||
| 7 | 15.63 | 15 | 2 | 12.88 | 2 | 6 | 10 | |||||||
| 8 | 14.47 | 12 | 1 | 17.22 | 3 | 4 | 8 | |||||||
| 9 | 9.92 | 18 | 1 | 12.65 | 3 | 4 | 8 | |||||||
| 10 | 15.24 | 16 | 1 | 21.41 | 2 | 3 | 6 | |||||||
| 11 | 21.88 | 21 | 2 | 24.25 | 3 | 3 | 8 | |||||||
| 12 | 16.9 | 23.53 | 9 | 2 | 23.53 | 2 | 4 | 8 | ||||||
| 13 | 16.22 | 12 | 1 | 21.93 | 26.75 | 2 | 3 | 6 | ||||||
| 14 | 16.16 | 15 | 1 | 14.85 | 3 | 4 | 8 | |||||||
| 15 | 15.49 | 13 | 2 | 16.79 | 2 | 5 | 9 | |||||||
| 16:00–17:00 | ||||||||||||||
| 1 | 17.04 | 9 | 1 | 14.42 | 2 | 4 | 7 | |||||||
| 2 | 10.23 | 9 | 2 | 15.53 | 2 | 6 | 10 | |||||||
| 3 | 10.98 | 13 | 2 | 16.25 | 1 | 3 | 6 | |||||||
| 4 | 11 | 0 | 6.83 | 2 | 7 | 9 | ||||||||
| 5 | 11.24 | 7 | 1 | 8 | 9 | |||||||||
| 6 | 12.67 | 15 | 1 | 0 | 6 | 7 | ||||||||
| 7 | 15.12 | 12 | 2 | 19.43 | 33.46 | 3 | 3 | 8 | ||||||
| 8 | 9 | 0 | 9.6 | 3 | 5 | 8 | ||||||||
| 9 | 13 | 1 | 11.98 | 20.97 | 3 | 2 | 6 | |||||||
| 10 | 20.43 | 14 | 3 | 26.98 | 2 | 4 | 9 | |||||||
| 11 | 8.16 | 22.15 | 11 | 2 | 25.75 | 2 | 4 | 8 | ||||||
| 12 | 13.15 | 10 | 2 | 9.28 | 3 | 5 | 10 | |||||||
| 13 | 3 | 1 | 8.55 | 3 | 6 | 10 | ||||||||
| 14 | 14.43 | 9 | 1 | 17.19 | 3 | 4 | 8 | |||||||
| 15 | 6 | 0 | 14.82 | 3 | 5 | 8 | ||||||||
| 17:00–18:00 | ||||||||||||||
| 1 | 14.91 | 10 | 1 | 9.5 | 14.91 | 4 | 3 | 8 | ||||||
| 2 | 17.83 | 12 | 3 | 0 | 1 | 6 | 10 | |||||||
| 3 | 26 | 0 | 25.51 | 1 | 7 | 8 | ||||||||
| 4 | 11.48 | 6 | 1 | 12.58 | 3 | 7 | 11 | |||||||
| 5 | 14.11 | 17 | 1 | 6 | 7 | |||||||||
| 6 | 17.17 | 15 | 1 | 21.94 | 2 | 5 | 8 | |||||||
| 7 | 5.44 | 5 | 1 | 10.59 | 1 | 6 | 8 | |||||||
| 8 | 25.4 | 21 | 1 | 27.7 | 1 | 4 | 6 | |||||||
| 9 | 10 | 0 | 20.63 | 24.55 | 3 | 6 | 9 | |||||||
| 10 | 17.22 | 13 | 1 | 18.44 | 3 | 3 | 7 | |||||||
| 11 | 10.63 | 6 | 1 | 13.25 | 2 | 1 | 4 | |||||||
| 12 | 12.54 | 18 | 1 | 8.47 | 3 | 3 | 7 | |||||||
| 13 | 12.92 | 12 | 2 | 0 | 5 | 7 | ||||||||
| 14 | 13 | 0 | 13.01 | 2 | 4 | 6 | ||||||||
| 15 | 20.45 | 18 | 1 | 24.1 | 2 | 4 | 7 | |||||||
| № | WT 3-4 | PP | VP 3-4 | WT 1-4 | VP 1-4 | WTV 1-4 | VPV 1-4 | VP 3-1 | TVPC | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 4th | 5th | 1st | 2nd | 3rd | 4th | 5th | |||||||
| 1 | 20.79 | 16 | 5 | 17.3 | 4 | 21.79 | 1 | 4 | 14 | ||||||||||
| 2 | 4.15 | 4 | 1 | 7.63 | 6 | 7 | |||||||||||||
| 3 | 6 | 5 | 14.82 | 3 | 5 | 13 | |||||||||||||
| 4 | 23.7 | 24 | 2 | 18.51 | 4 | 6 | |||||||||||||
| 5 | 13 | 11 | 4 | 9.52 | 2 | 19 | 1 | 3 | 10 | ||||||||||
| 6 | 2.97 | 9 | 1 | 22.65 | 1 | 2 | |||||||||||||
| 7 | 8 | 4 | 12.22 | 4 | 18.81 | 1 | 9 | 18 | |||||||||||
| 8 | 4 | 0 | 8.01 | 5.78 | 6 | 6 | |||||||||||||
| 9 | 3.7 | 11.82 | 10 | 6 | 18.88 | 4 | 6 | 16 | |||||||||||
| 10 | 11.98 | 5 | 2 | 18.43 | 21.65 | 4 | 6 | ||||||||||||
| 11 | 23.66 | 15 | 6 | 15.25 | 5 | 2 | 13 | ||||||||||||
| 12 | 14.94 | 16 | 5 | 23.34 | 5 | 10 | |||||||||||||
| 13 | 18.36 | 20 | 3 | 24.2 | 4 | 4 | 11 | ||||||||||||
| 14 | 12.51 | 7 | 1 | 14.93 | 3 | 4 | |||||||||||||
| 15 | 7 | 5 | 7.38 | 4 | 3 | 12 | |||||||||||||
| 16 | 10 | 0 | 5.93 | 5 | 5 | ||||||||||||||
| 17 | 15.01 | 26.38 | 11 | 6 | 10.85 | 20.16 | 4 | 5 | 15 | ||||||||||
| 18 | 14.54 | 10 | 1 | 22.32 | 5 | 28.68 | 1 | 7 | |||||||||||
| 19 | 8.76 | 3 | 7 | 12 | 3 | 24.69 | 1 | 6 | 17 | ||||||||||
| 20 | 2.59 | 1 | 2 | 9.99 | 17.14 | 4 | 6 | ||||||||||||
| 21 | 9.15 | 4 | 7 | 12.31 | 6 | 5 | 18 | ||||||||||||
| 22 | 15.32 | 9 | 1 | 22.54 | 4 | 5 | |||||||||||||
| 23 | 10 | 1 | 6.52 | 10.97 | 24.32 | 3 | 2 | 6 | |||||||||||
| 24 | 8.43 | 5 | 2 | 18.41 | 4 | 6 | |||||||||||||
| 25 | 12.86 | 13 | 5 | 23.19 | 27.37 | 6 | 5 | 16 | |||||||||||
| 26 | 15.18 | 8 | 1 | 10.61 | 18.22 | 7 | 8 | ||||||||||||
| 27 | 5.41 | 16 | 3 | 15.53 | 5 | 6 | 14 | ||||||||||||
| 28 | 16.64 | 17 | 2 | 24.38 | 4 | 6 | |||||||||||||
| 29 | 3.09 | 6 | 6 | 13.7 | 6 | 5.64 | 1 | 6 | 19 | ||||||||||
| 30 | 2.31 | 2 | 4 | 12.39 | 5 | 9 | |||||||||||||
| 31 | 8.37 | 7 | 4 | 17.78 | 5 | 4 | 13 | ||||||||||||
| 32 | 8.04 | 4 | 3 | 15.51 | 5 | 8 | |||||||||||||
| 33 | 2 | 3 | 4.82 | 6 | 6 | 15 | |||||||||||||
| 34 | 12 | 0 | 5 | 0 | |||||||||||||||
| 35 | 5.63 | 4 | 4 | 3.36 | 7 | 6 | 17 | ||||||||||||
| 36 | 7 | 0 | 6.77 | 6 | 11.42 | 1 | 7 | ||||||||||||
| 37 | 3 | 4 | 9.22 | 11.32 | 5 | 3 | 12 | ||||||||||||
| 38 | 6 | 0 | 9.08 | 6.78 | 5 | 5 | |||||||||||||
| 39 | 19.22 | 8 | 3 | 15.45 | 4 | 7 | |||||||||||||
| 40 | 14 | 0 | 11.65 | 6 | 6 | ||||||||||||||
| Total: | 354 | 119 | 165 | 21 | 90 | 395 | 354 | 119 | 165 | 21 | 90 | 395 | |||||||
| № | WT 3-4 | PP | VP 3-4 | WT 1-4 | VP 1-4 | WTV 1-4 | VPV 1-4 | VP 3-1 | TVPC | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 4th | 5th | 1st | 2nd | 3rd | 4th | 5th | |||||||
| 09:00–10:00 | |||||||||||||||||||
| 1 | 10 | 2 | 6.86 | 4 | 3 | 9 | |||||||||||||
| 2 | 8.54 | 4 | 2 | - | 2 | 8.78 | 2 | 9 | 15 | ||||||||||
| 3 | 5 | 0 | 13.28 | 2 | 4 | 6 | |||||||||||||
| 4 | 4.16 | 8 | 1 | 10.11 | 4 | 10.11 | 6 | 11 | |||||||||||
| 5 | 6.88 | 5 | 2 | 4.44 | 3 | 4 | 9 | ||||||||||||
| 6 | 4 | 1 | 16.74 | 1 | 6 | 8 | |||||||||||||
| 7 | 0 | 0 | 19.96 | 2 | 23.86 | 2 | 5 | 9 | |||||||||||
| 8 | 3.83 | 5 | 1 | 7.73 | 2 | 19.78 | 2 | 3 | 8 | ||||||||||
| 9 | 4 | 2 | 14.14 | 2 | 9 | 13 | |||||||||||||
| 10 | 1.26 | 4 | 2 | 9.56 | 2 | 13.11 | 3 | 7 | 14 | ||||||||||
| 11 | 2.45 | 7 | 2 | 7.81 | 3 | 9.48 | 1 | 6 | 12 | ||||||||||
| 12 | 2 | 2 | 9.04 | 4 | 5 | 11 | |||||||||||||
| 13 | 6 | 2 | 12.59 | 8 | 4 | 14 | |||||||||||||
| 14 | 3 | 2 | 11.58 | 5 | 2 | 9 | |||||||||||||
| 15 | 4 | 1 | 9.85 | 3 | 5 | 9 | |||||||||||||
| 10:00–11:00 | |||||||||||||||||||
| 1 | 16 | 6 | 8.62 | 6.84 | 6 | 1 | 13 | ||||||||||||
| 2 | 24.15 | 15 | 3 | 20.84 | 4 | 3 | 10 | ||||||||||||
| 3 | 0 | 5 | 5 | 6.12 | 6 | 3 | 14 | ||||||||||||
| 4 | 17.05 | 18 | 2 | 25.69 | 1 | 4 | 7 | ||||||||||||
| 5 | 11.61 | 12 | 4 | 21.98 | 5 | 6 | 15 | ||||||||||||
| 6 | 22.02 | 31 | 5 | 18.95 | 5 | 1 | 11 | ||||||||||||
| 7 | 24 | 4 | 5.07 | 5.88 | 5 | 3 | 12 | ||||||||||||
| 8 | 25.67 | 25 | 5 | 20.52 | 4 | 2 | 11 | ||||||||||||
| 9 | 23 | 4 | 9.64 | 5 | 4 | 13 | |||||||||||||
| 10 | 17.58 | 17 | 5 | 17.58 | 5 | 2 | 12 | ||||||||||||
| 11 | 10.04 | 26 | 3 | 22.65 | 2 | 4 | 9 | ||||||||||||
| 12 | 18 | 5 | 8.444 | 2 | 4 | 11 | |||||||||||||
| 13 | 20 | 4 | 8.83 | 6 | 5 | 15 | |||||||||||||
| 14 | 22 | 3 | 13 | 17.72 | 2 | 5 | 10 | ||||||||||||
| 15 | 9.98 | 21 | 7 | 11.83 | 1 | 5 | 13 | ||||||||||||
| 11:00–12:00 | |||||||||||||||||||
| 1 | 10 | 4 | 6.78 | 3 | 0 | 7 | |||||||||||||
| 2 | 10.38 | 6 | 2 | 15.19 | 6 | 4 | 12 | ||||||||||||
| 3 | 4 | 4 | 9.19 | 10.38 | 6 | 5 | 15 | ||||||||||||
| 4 | 6.64 | 8 | 6 | 21.71 | 3 | 5 | 14 | ||||||||||||
| 5 | 7 | 3 | 11.5 | 7 | 3 | 13 | |||||||||||||
| 6 | 16 | 5 | 16.29 | 5.89 | 6 | 3 | 14 | ||||||||||||
| 7 | 1 | 3 | 10.37 | 4 | 1 | 8 | |||||||||||||
| 8 | 9 | 4 | 11.43 | 4 | 2 | 10 | |||||||||||||
| 9 | 4.74 | 4 | 5 | 5.8 | 5.72 | 6 | 3 | 14 | |||||||||||
| 10 | 25.84 | 15 | 2 | 13.19 | 5 | 4 | 11 | ||||||||||||
| 11 | 10 | 3 | 9.89 | 5.46 | 7 | 0 | 10 | ||||||||||||
| 12 | 12.04 | 18.42 | 11 | 6 | 19.19 | 6 | 2 | 14 | |||||||||||
| 13 | 8 | 3 | 0.12 | 5 | 2 | 10 | |||||||||||||
| 14 | 6.91 | 4 | 5 | 7.09 | 4 | 7.09 | 1 | 4 | 14 | ||||||||||
| 15 | 0 | 14.89 | 7 | 6 | 17.45 | 18.21 | 7 | 3 | 16 | ||||||||||
| 12:00–13:00 | |||||||||||||||||||
| 1 | 21.18 | 8 | 4 | 18.05 | 5 | 8 | 17 | ||||||||||||
| 2 | 15 | 5 | 23.58 | 4 | 6 | 15 | |||||||||||||
| 3 | 25 | 3 | 21.05 | 4 | 3 | 10 | |||||||||||||
| 4 | 16 | 5 | 16.28 | 6 | 5 | 16 | |||||||||||||
| 5 | 24.58 | 21 | 4 | 24.13 | 6 | 6 | 16 | ||||||||||||
| 6 | 17.07 | 30 | 1 | 28.37 | 4 | 6 | 11 | ||||||||||||
| 7 | 15.83 | 15 | 6 | 16.2 | 5 | 4 | 15 | ||||||||||||
| 8 | 16 | 4 | 12.73 | 4 | 3 | 11 | |||||||||||||
| 9 | 22.4 | 42 | 2 | 23.58 | 3 | 2 | 7 | ||||||||||||
| 10 | 7.76 | 13.01 | 13 | 3 | 12.81 | 8 | 3 | 14 | |||||||||||
| 11 | 20.08 | 22 | 7 | 25.58 | 6 | 6 | 19 | ||||||||||||
| 12 | 12.76 | 18 | 2 | 14.95 | 5 | 7 | 14 | ||||||||||||
| 13 | 28.78 | 30 | 5 | 30.58 | 4 | 6 | 15 | ||||||||||||
| 14 | 0 | 6 | 7 | 15.89 | 15.89 | 15.89 | 3 | 4 | 14 | ||||||||||
| 15 | 14.11 | 16 | 4 | 23.32 | 3 | 6 | 13 | ||||||||||||
| 13:00–14:00 | |||||||||||||||||||
| 1 | 20.11 | 15 | 7 | 25.39 | 3 | 5 | 15 | ||||||||||||
| 2 | 8 | 3 | 10.5 | 13.54 | 6 | 5 | 14 | ||||||||||||
| 3 | 16.53 | 16 | 5 | 20.78 | 4 | 6 | 15 | ||||||||||||
| 4 | 15 | 4 | 15.18 | 5 | 9 | 18 | |||||||||||||
| 5 | 20.82 | 25 | 3 | 28.04 | 2 | 4 | 9 | ||||||||||||
| 6 | 18.49 | 17 | 4 | 13.19 | 5 | 5 | 14 | ||||||||||||
| 7 | 16.98 | 17 | 5 | 13 | 4 | 6 | 15 | ||||||||||||
| 8 | 18 | 3 | 13.26 | 18.08 | 5 | 4 | 12 | ||||||||||||
| 9 | 5.4 | 8 | 3 | 22.98 | 3 | 5 | 11 | ||||||||||||
| 10 | 19 | 18 | 6 | 24.3 | 3 | 5 | 14 | ||||||||||||
| 11 | 12.86 | 20 | 3 | 21.92 | 34.47 | 3 | 3 | 9 | |||||||||||
| 12 | 19.7 | 22 | 4 | 25.91 | 3 | 2 | 9 | ||||||||||||
| 13 | 20 | 5 | 23.75 | 26.46 | 4 | 2 | 11 | ||||||||||||
| 14 | 16.91 | 18 | 5 | 10.97 | 5 | 4 | 14 | ||||||||||||
| 15 | 8.53 | 21.63 | 28 | 2 | 27.21 | 3 | 3 | 8 | |||||||||||
| 14:00–15:00 | |||||||||||||||||||
| 1 | 18.45 | 20.89 | 16 | 5 | 14.4 | 26.84 | 4 | 6 | 15 | ||||||||||
| 2 | 4.82 | 11.73 | 18.17 | 15 | 6 | 23.23 | 2 | 6 | 14 | ||||||||||
| 3 | 21.2 | 25 | 2 | 14.97 | 21.2 | 3 | 5 | 10 | |||||||||||
| 4 | 17.69 | 23 | 3 | 33.93 | 2 | 3 | 8 | ||||||||||||
| 5 | 9.52 | 18 | 5 | 13.36 | 5 | 2 | 12 | ||||||||||||
| 6 | 8.83 | 13 | 4 | 10.13 | 14.6 | 5 | 3 | 12 | |||||||||||
| 7 | 6.25 | 16.8 | 17 | 4 | 15.98 | 4 | 1 | 9 | |||||||||||
| 8 | 25.47 | 21 | 3 | 17.86 | 4 | 4 | 11 | ||||||||||||
| 9 | 7 | 7 | 13.46 | 25.25 | 6 | 2 | 15 | ||||||||||||
| 10 | 6 | 2 | 7.88 | 8 | 2 | 12 | |||||||||||||
| 11 | 13.72 | 14 | 4 | 25.04 | 28.59 | 3 | 3 | 10 | |||||||||||
| 12 | 11 | 3 | 11.1 | 16.25 | 4 | 5 | 12 | ||||||||||||
| 13 | 14.99 | 10 | 7 | 20.5 | 4 | 2 | 13 | ||||||||||||
| 14 | 5 | 5 | 6.38 | 7 | 3 | 15 | |||||||||||||
| 15 | 15.78 | 16 | 5 | 18.56 | 4 | 20.56 | 1 | 4 | 14 | ||||||||||
| 15:00–16:00 | |||||||||||||||||||
| 1 | 19.39 | 28 | 4 | 15.95 | 25.8 | 3 | 4 | 11 | |||||||||||
| 2 | 22.6 | 32 | 5 | 27.45 | 3 | 9 | 17 | ||||||||||||
| 3 | 15 | 3 | 17.45 | 5 | 4 | 12 | |||||||||||||
| 4 | 23.22 | 35 | 5 | 25.87 | 2 | 5 | 12 | ||||||||||||
| 5 | 25.35 | 12 | 9 | 12.35 | 6.05 | 5 | 3 | 17 | |||||||||||
| 6 | 15.68 | 11 | 3 | 19.64 | 3 | 4 | 10 | ||||||||||||
| 7 | 20.46 | 25 | 4 | 15.24 | 5 | 8.45 | 1 | 8 | 18 | ||||||||||
| 8 | 23.16 | 34 | 4 | 25.28 | 5 | 3 | 12 | ||||||||||||
| 9 | 24.74 | 26 | 5 | 21.54 | 5 | 5 | 15 | ||||||||||||
| 10 | 17.66 | 32 | 4 | 29.46 | 2 | 8 | 14 | ||||||||||||
| 11 | 29.67 | 28 | 5 | 16.02 | 25 | 4 | 3 | 12 | |||||||||||
| 12 | 12.14 | 28.88 | 21 | 7 | 24.01 | 4 | 4 | 15 | |||||||||||
| 13 | 25.19 | 26 | 5 | 21.47 | 5 | 5 | 15 | ||||||||||||
| 14 | 20.44 | 31 | 6 | 14.65 | 4 | 9.99 | 1 | 3 | 14 | ||||||||||
| 15 | 20.79 | 25.64 | 25 | 7 | 23.94 | 5 | 5 | 17 | |||||||||||
| 16:00–17:00 | |||||||||||||||||||
| 1 | 19.24 | 9 | 6 | 11.55 | 4 | 6 | 16 | ||||||||||||
| 2 | 12.53 | 8 | 4 | 25.12 | 3 | 10.15 | 1 | 7 | 15 | ||||||||||
| 3 | 9 | 2 | 12.2 | 18.24 | 5 | 9 | 16 | ||||||||||||
| 4 | 15.41 | 12 | 4 | 18.63 | 8.45 | 5 | 2 | 11 | |||||||||||
| 5 | 16.01 | 13 | 4 | 13.31 | 6 | 3 | 13 | ||||||||||||
| 6 | 20.06 | 17 | 4 | 25.29 | 3 | 5 | 12 | ||||||||||||
| 7 | 17.58 | 22.13 | 21 | 4 | 13.47 | 23.56 | 4 | 8.89 | 1 | 5 | 14 | ||||||||
| 8 | 10 | 4 | 15.38 | 6 | 4 | 14 | |||||||||||||
| 9 | 2 | 4 | 6.98 | 11 | 2 | 17 | |||||||||||||
| 10 | 13.45 | 6 | 6 | 11.09 | 6 | 3 | 15 | ||||||||||||
| 11 | 13 | 4 | 17.86 | 4 | 4 | 12 | |||||||||||||
| 12 | 14.98 | 11 | 5 | 14.98 | 22.34 | 5 | 3 | 13 | |||||||||||
| 13 | 11 | 4 | 11.87 | 6 | 2 | 12 | |||||||||||||
| 14 | 16.97 | 10 | 7 | 11.31 | 16.97 | 4 | 5 | 16 | |||||||||||
| 15 | 7 | 5 | 10.94 | 5 | 3 | 13 | |||||||||||||
| 17:00–18:00 | |||||||||||||||||||
| 1 | 24.52 | 25 | 2 | 18.86 | 3 | 3 | 8 | ||||||||||||
| 2 | 8.15 | 7 | 2 | 18.94 | 6 | 10 | 18 | ||||||||||||
| 3 | 26.03 | 23 | 5 | 10.96 | 19.66 | 5 | 1 | 11 | |||||||||||
| 4 | 26.6 | 18 | 9 | 14.96 | 22.28 | 8.02 | 5 | 2 | 16 | ||||||||||
| 5 | 21.95 | 30 | 7 | 1 | 15 | 23 | |||||||||||||
| 6 | 17 | 4 | 13.26 | 5 | 5 | 14 | |||||||||||||
| 7 | 15 | 6 | 20.31 | 4 | 5 | 15 | |||||||||||||
| 8 | 17.32 | 22.05 | 23 | 8 | 22.05 | 4.47 | 3 | 4 | 15 | ||||||||||
| 9 | 15.61 | 9.6 | 21 | 7 | 19.14 | 28.6 | 4 | 7 | 18 | ||||||||||
| 10 | 17 | 2 | 20.56 | 25.84 | 3 | 5 | 10 | ||||||||||||
| 11 | 11.02 | 7 | 5 | 18.62 | 6 | 2 | 13 | ||||||||||||
| 12 | 6.77 | 5 | 4 | 8.42 | 20.92 | 28.4 | 4 | 5 | 13 | ||||||||||
| 13 | 9 | 5 | 10.8 | 18.11 | 6 | 1 | 12 | ||||||||||||
| 14 | 8.8 | 6 | 4 | 13.04 | 5 | 1 | 10 | ||||||||||||
| 15 | 15.6 | 16 | 4 | 24.3 | 4 | 3 | 11 | ||||||||||||
References
- Nkurunziza, D.; Tafahomi, R.; Augustin Faraja, I. Pedestrian Safety: Drivers’ Stopping Behavior at Crosswalks. Sustainability 2023, 15, 12498. [Google Scholar] [CrossRef]
- Fu, T.; Xie, S.; Li, R.; Wang, J.; Zhang, L.; Sobhani, A.; Fang, S. Investigating Pedestrian Crossing Patterns at Crossing Locations Based on Trajectory Data Collected by UAV. J. Adv. Transp. 2023, 5529970, 28. [Google Scholar] [CrossRef]
- Grozev, D.; Beloev, I. Methodology for Using Unmanned Aircraft Devices for Photographing and Subsequent Analysis of Road Junctions. AIP Conf. Proc. 2024, 3129, 070003. [Google Scholar] [CrossRef]
- Damyanov, I. Implementation of advanced software solutions and systems for transport traffic research and control. IOP Conf. Ser. Mater. Sci. Eng. 2020, 878, 012044. [Google Scholar] [CrossRef]
- Evstatiev, B.; Balbuzanov, T.; Beloev, I.; Pencheva, V. Intelligent system for improved safety of pedestrian traffic lights. Transp. Probl. 2019, 14, 35–43. [Google Scholar] [CrossRef]
- Amin, G.; Khan, P.Z.; Shehzad Khattak, K.; Ahmad, Z. Impact of Pedestrians Crossing Road Width on Vehicles Traffic Flow at IJP Road. Pak. J. Eng. Technol. 2021, 4, 117–123. [Google Scholar]
- Moran, M.; Laefer, D. Multiscale Analysis of Pedestrian Crossing Distance. J. Am. Plan. Assoc. 2024, 92, 290–304. [Google Scholar] [CrossRef]
- Savova-Mratsenkova, M.; Palagachev, G. Graph-analytic approach to determine the position of the initial impact in the event of pedestrian accidents. IOP Conf. Ser. Mater. Sci. Eng. 2020, 878, 012042. [Google Scholar] [CrossRef]
- Knoop, V.; Daganzo, C. The Effect of Crosswalks on Traffic Flow. Eur. J. Transp. Infrastruct. Res. 2018, 18, 2. [Google Scholar] [CrossRef]
- Vu Tu, T.; Sano, K. Effect of Crossing Pedestrians on Traffic Flow in Urban Streets. In Proceedings of the Eastern Asia Society for Transportation Studies, Ho Chi Minh City, Vietnam, 18–21 September 2017; Volume 11. [Google Scholar]
- Gao, L.; Liu, M.; Feng, J. Delay Modeling of Ped-Veh System Based on Pedestrian Crossing at Signalized Intersection. Procedia-Soc. Behav. Sci. 2012, 43, 530–539. [Google Scholar] [CrossRef][Green Version]
- Agarwal, S.; Vikram, D. Impact of vehicular traffic stream on pedestrian crossing behavior at an uncontrolled mid-block section. Transp. Res. Interdiscip. Perspect. 2021, 9, 100298. [Google Scholar] [CrossRef]
- Sun, X.; Lin, K.; Wang, Y.; Ma, S.; Lu, H. A Study on Pedestrian–Vehicle Conflict at Unsignalized Crosswalks Based on Game Theory. Sustainability 2022, 14, 7652. [Google Scholar] [CrossRef]
- Ma, W.; Liao, D.; Liu, Y.; Kam Lo, H. Optimization of pedestrian phase patterns and signal timings for isolated intersection. Transp. Res. Part C Emerg. Technol. 2015, 58, 502–514. [Google Scholar] [CrossRef]
- Alomari, A.; Khedaywi, T.; Shdooh, H. Investigation of Pedestrian Crossing Behavior at Signalized Intersections in Jordan. Adv. Transp. Stud. 2023, LIX, 147–164. [Google Scholar]
- Gitelman, V.; Sharon, A. An Examination of Pedestrian Crossing Behaviors at Signalized Intersections with Bus Priority Routes. Sustainability 2025, 17, 457. [Google Scholar] [CrossRef]
- Simeunović, M.; Jović, A.; Pitka, P.; Dobrić, M. The Impact of Uncertainty on Pedestrians’ Decision to Start Roadway Crossing during the Clearance Phase. Complexity 2021. [Google Scholar] [CrossRef]
- Sharma, V. Pedestrian Signal Violation and Its Impact on Vehicular Delay. In Recent Advances in Civil Engineering for Sustainable Communities. IACESD 2023; Menon, N.V.C., Kolathayar, S., Rodrigues, H., Sreekeshava, K.S., Eds.; Lecture Notes in Civil Engineering; Springer: Singapore, 2024; Volume 459. [Google Scholar] [CrossRef]
- Hashimoto, Y.; Gu, Y.; Hsu, L.-T.; Iryo-Asano, M.; Kamijo, S. A probabilistic model of pedestrian crossing behavior at signalized intersections for connected vehicles. Transp. Res. Part C Emerg. Technol. 2016, 71, 164–181. [Google Scholar] [CrossRef]
- Distefano, N.; Leonardi, S.; Pulvirenti, G. Analysis of Pedestrian Crossing Behaviour at Roundabout. Transp. Res. Procedia 2022, 60, 28–35. [Google Scholar] [CrossRef]
- Mladenov, G.; Stoyanov, S. Application of methodology for the organization of a roundabout to increase the capacity of a conventional intersection of Sofia. Part II: Road traffic loading. AIP Conf. Proc. 2024, 3078, 050006. [Google Scholar] [CrossRef]
- Mladenov, G. Application of methodology for the organization of a roundabout to increase the capacity of a conventional intersection of Sofia. Part I: Geometric characteristics. AIP Conf. Proc. 2024, 3078, 050005. [Google Scholar] [CrossRef]
- Rossi, D.; Mascolo, A.; Guarnaccia, C. Calibration and Validation of a Measurements-Independent Model for Road Traffic Noise Assessment. Appl. Sci. 2023, 13, 6168. [Google Scholar] [CrossRef]
- Dimitrov, K.; Valkovski, T.; Damyanov, I.; Mladenov, G. Petrol and Diesel Engines Sound Measuring and Analyzing in Real Road Conditions. In Proceedings of the 2022 30th National Conference with International Participation (TELECOM), Sofia, Bulgaria, 27–28 October 2022; pp. 1–4. [Google Scholar] [CrossRef]
- Gaffney, J.; Marley, N. The impacts of combustion emissions on air quality and climate—From coal to biofuels and beyond. Atmos. Environ. 2009, 43, 23–36. [Google Scholar] [CrossRef]
- Dimitrov, E.; Peychev, M.; Tashev, A. Study of the hydrogen influence on the combustion parameters of diesel engine. Int. J. Hydrog. Energy 2025, 123, 219–230. [Google Scholar] [CrossRef]
- Dimitrov, E.; Tashev, A. CNG effect on performance parameters of diesel engine operated on dual-fuel mode. AIP Conf. Proc. 2022, 2449, 050009. [Google Scholar] [CrossRef]
- Tashev, A.; Dimitrov, E. LPG effect on performance parameters of diesel engine operated on dual-fuel mode. AIP Conf. Proc. 2022, 2449, 050010. [Google Scholar] [CrossRef]





| 08:00–09:00 | 18:00–19:00 | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| № | WT | PP | VP | TVPC | WT | PP | VP | TVPC | ||||||||||
| 1st | 2nd | 3rd | 4th | 4-1 | 4-2 | 4-3 | 1st | 2nd | 3rd | 4th | 4-1 | 4-2 | 4-3 | |||||
| 1 | 4 | 6 | 13 | 19 | 18.2 | 15 | 3 | 4 | 4 | |||||||||
| 2 | 11.5 | 17 | 2 | 12 | 14 | 11.35 | 8 | 4 | 7 | 7 | ||||||||
| 3 | 2 | 8 | 10 | 18 | 13.17 | 9 | 5 | 6 | 6 | |||||||||
| 4 | 3 | 7 | 10 | 17 | 14.63 | 16 | 5 | 5 | 5 | |||||||||
| 5 | 10 | 5 | 6 | 1 | 12 | 13.83 | 31.22 | 10 | 4 | 4 | 2 | 6 | ||||||
| 6 | 6.71 | 4 | 6 | 14 | 20 | 8.82 | 12.14 | 8 | 3 | 8 | 8 | |||||||
| 7 | 10.65 | 8 | 5 | 12 | 17 | 9.65 | 8 | 5 | 7 | 7 | ||||||||
| 8 | 12.43 | 9 | 5 | 12 | 17 | 24.66 | 26 | 3 | 9 | 9 | ||||||||
| 9 | 7.35 | 6 | 4 | 10 | 14 | 10.91 | 18 | 5 | 8 | 1 | 9 | |||||||
| 10 | 10.65 | 17.3 | 7 | 6 | 12 | 1 | 19 | 10.5 | 10 | 6 | 7 | 7 | ||||||
| 11 | 12.74 | 10 | 4 | 9 | 1 | 14 | 9.02 | 15.05 | 8 | 3 | 9 | 9 | ||||||
| 12 | 2 | 8 | 11 | 1 | 20 | 10.91 | 13 | 5 | 8 | 8 | ||||||||
| 13 | 9.71 | 10 | 5 | 10 | 15 | 8.16 | 11.92 | 16 | 6 | 5 | 1 | 6 | ||||||
| 14 | 8.59 | 5 | 8 | 10 | 18 | 17.24 | 15 | 3 | 6 | 6 | ||||||||
| 15 | 3.1 | 9 | 5 | 10 | 1 | 16 | 8.9 | 9 | 4 | 4 | 1 | 5 | ||||||
| 16 | 6.7 | 10.12 | 6 | 5 | 11 | 16 | 7.63 | 4 | 2 | 5 | 5 | |||||||
| 17 | 10.64 | 16 | 4 | 14 | 18 | 16.71 | 15 | 3 | 6 | 6 | ||||||||
| 18 | 12.26 | 16 | 5 | 13 | 18 | 7.64 | 10 | 5 | 8 | 8 | ||||||||
| 19 | 5 | 5 | 14 | 19 | 10.97 | 12 | 4 | 7 | 7 | |||||||||
| 20 | 4 | 4 | 10 | 14 | 10.2 | 13 | 4 | 8 | 8 | |||||||||
| 21 | 6.85 | 12 | 1 | 9 | 10 | 12.19 | 8 | 3 | 10 | 10 | ||||||||
| 22 | 5.89 | 9.85 | 4 | 3 | 8 | 1 | 12 | 4.8 | 10.87 | 6 | 3 | 9 | 9 | |||||
| 23 | 22.35 | 25 | 3 | 8 | 11 | 10.08 | 10 | 4 | 6 | 2 | 8 | |||||||
| 24 | 11.95 | 20 | 5 | 9 | 14 | 6.7 | 2 | 4 | 8 | 8 | ||||||||
| 25 | 10.04 | 11 | 7 | 9 | 16 | 2.3 | 12.96 | 9 | 5 | 9 | 1 | 10 | ||||||
| 26 | 16.26 | 28 | 2 | 10 | 1 | 13 | 16.13 | 11 | 4 | 7 | 7 | |||||||
| 27 | 12.33 | 13 | 6 | 9 | 15 | 12.9 | 12 | 4 | 5 | 2 | 7 | |||||||
| 28 | 11.25 | 9 | 6 | 7 | 13 | 12.81 | 18 | 3 | 7 | 7 | ||||||||
| 29 | 19.06 | 25 | 4 | 10 | 14 | 15.78 | 10 | 3 | 9 | 2 | 11 | |||||||
| 30 | 8.42 | 5 | 6 | 9 | 2 | 17 | 15.81 | 8 | 4 | 10 | 10 | |||||||
| 31 | 3.84 | 9.29 | 11 | 5 | 10 | 15 | 16.19 | 7 | 5 | 10 | 1 | 11 | ||||||
| 32 | 21 | 0 | 8 | 8 | 10.26 | 7 | 6 | 4 | 4 | |||||||||
| 33 | 8.48 | 10 | 3 | 9 | 12 | 9.33 | 4 | 5 | 2 | 2 | ||||||||
| 34 | 5.99 | 5 | 3 | 8 | 1 | 12 | 11.14 | 9 | 5 | 10 | 10 | |||||||
| 35 | 3.12 | 3 | 4 | 7 | 11 | 11.38 | 10 | 5 | 6 | 2 | 8 | |||||||
| 36 | 15.02 | 18 | 3 | 10 | 13 | 13.49 | 21 | 4 | 9 | 9 | ||||||||
| 37 | 9.6 | 6 | 5 | 8 | 13 | 12.7 | 13 | 2 | 13 | 13 | ||||||||
| 38 | 6.97 | 9 | 6 | 6 | 1 | 13 | 3.83 | 6 | 2 | 10 | 10 | |||||||
| 39 | 9.38 | 13 | 7 | 8 | 15 | 6.12 | 8.47 | 8 | 4 | 9 | 9 | |||||||
| 40 | 15.95 | 19 | 4 | 10 | 14 | 10.34 | 7 | 3 | 11 | 11 | ||||||||
| Total: | 420 | 190 | 395 | 11 | 596 | 429 | 160 | 295 | 15 | 310 | ||||||||
| 08:00–09:00 | 18:00–19:00 | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| № | WT | PP | VP | TVPC | WT | PP | VP | TVPC | ||||||||||||
| 1st | 2nd | 3rd | 4th | 2-3 | 2-4 | 2-1 | 1-2 | 1st | 2nd | 3rd | 4th | 2-3 | 2-4 | 2-1 | 1-2 | |||||
| 1 | 14.28 | 9 | 1 | 8 | 2 | 1 | 12 | 5.86 | 10 | 3 | 9 | 6 | 2 | 20 | ||||||
| 2 | 9.19 | 4 | 3 | 13 | 3 | 2 | 21 | 10.23 | 15 | 2 | 8 | 5 | 2 | 17 | ||||||
| 3 | 13.35 | 7 | 4 | 6 | 4 | 0 | 14 | 5 | 1 | 11 | 8 | 0 | 20 | |||||||
| 4 | 8.36 | 9 | 2 | 8 | 5 | 2 | 17 | 8.12 | 10 | 1 | 10 | 6 | 3 | 20 | ||||||
| 5 | 6 | 1 | 9 | 4 | 1 | 15 | 4.87 | 12 | 2 | 13 | 6 | 2 | 23 | |||||||
| 6 | 8 | 2 | 14 | 2 | 0 | 18 | 14 | 9 | 5 | 2 | 16 | |||||||||
| 7 | 10 | 0 | 7 | 3 | 0 | 10 | 8 | 9 | 7 | 3 | 19 | |||||||||
| 8 | 12.7 | 5 | 1 | 12 | 1 | 0 | 14 | 4.27 | 4 | 3 | 10 | 5 | 4 | 22 | ||||||
| 9 | 6 | 1 | 10 | 8 | 2 | 21 | 8.47 | 12 | 4 | 7 | 3 | 3 | 17 | |||||||
| 10 | 6 | 2 | 5 | 8 | 1 | 16 | 9.76 | 15 | 1 | 12 | 5 | 3 | 21 | |||||||
| 11 | 3.09 | 1 | 1 | 11 | 5 | 0 | 17 | 4 | 1 | 13 | 2 | 3 | 19 | |||||||
| 12 | 2.65 | 5 | 2 | 9 | 4 | 0 | 15 | 8.1 | 15 | 1 | 8 | 9 | 2 | 20 | ||||||
| 13 | 7 | 1 | 11 | 7 | 0 | 19 | 13.63 | 7 | 2 | 10 | 4 | 3 | 19 | |||||||
| 14 | 3 | 0 | 12 | 6 | 1 | 19 | 7.63 | 23 | 2 | 9 | 5 | 2 | 18 | |||||||
| 15 | 6.3 | 10 | 2 | 8 | 6 | 1 | 17 | 15.13 | 8 | 1 | 8 | 4 | 1 | 14 | ||||||
| 16 | 4 | 0 | 10 | 7 | 3 | 20 | 4.89 | 10 | 2 | 7 | 8 | 3 | 20 | |||||||
| 17 | 4.73 | 7 | 3 | 11 | 9 | 1 | 24 | 17.29 | 16 | 2 | 9 | 6 | 2 | 19 | ||||||
| 18 | 13.33 | 10 | 2 | 9 | 6 | 2 | 19 | 14.64 | 9 | 2 | 9 | 7 | 3 | 21 | ||||||
| 19 | 5.68 | 8 | 1 | 11 | 8 | 1 | 21 | 15.21 | 10 | 2 | 7 | 5 | 0 | 14 | ||||||
| 20 | 6.71 | 4 | 2 | 8 | 4 | 0 | 14 | 4.55 | 9 | 2 | 11 | 3 | 1 | 17 | ||||||
| 21 | 5 | 1 | 12 | 8 | 0 | 21 | 12 | 3 | 10 | 4 | 1 | 18 | ||||||||
| 22 | 10.61 | 9 | 2 | 8 | 4 | 0 | 14 | 4.85 | 4 | 3 | 10 | 5 | 3 | 21 | ||||||
| 23 | 3.23 | 8 | 1 | 6 | 5 | 1 | 13 | 22 | 1 | 12 | 3 | 2 | 18 | |||||||
| 24 | 8.73 | 16 | 3 | 8 | 3 | 1 | 15 | 7 | 9 | 7 | 0 | 16 | ||||||||
| 25 | 18 | 0 | 13 | 6 | 0 | 19 | 8.04 | 15 | 2 | 10 | 5 | 2 | 19 | |||||||
| 26 | 8.01 | 5 | 1 | 8 | 7 | 1 | 17 | 8.89 | 13 | 1 | 8 | 6 | 5 | 20 | ||||||
| 27 | 10.23 | 14 | 4 | 9 | 6 | 2 | 21 | 5.59 | 15 | 1 | 8 | 4 | 3 | 16 | ||||||
| 28 | 11.62 | 13 | 1 | 12 | 4 | 2 | 19 | 2.64 | 5 | 3 | 11 | 5 | 2 | 21 | ||||||
| 29 | 5.13 | 9 | 1 | 9 | 7 | 0 | 17 | 8.23 | 7 | 1 | 10 | 6 | 2 | 19 | ||||||
| 30 | 9.33 | 8 | 2 | 8 | 6 | 2 | 18 | 3.84 | 14.61 | 17.72 | 8 | 3 | 9 | 4 | 0 | 16 | ||||
| 31 | 7.86 | 6 | 4 | 10 | 8 | 4 | 26 | 5.8 | 10 | 1 | 11 | 3 | 0 | 15 | ||||||
| 32 | 7 | 6 | 5 | 3 | 14 | 4.09 | 4.79 | 8 | 3 | 10 | 5 | 1 | 19 | |||||||
| 33 | 5.73 | 9 | 1 | 8 | 5 | 0 | 14 | 8.17 | 13 | 2 | 8 | 4 | 1 | 15 | ||||||
| 34 | 5 | 1 | 13 | 2 | 0 | 16 | 3.3 | 8 | 2 | 9 | 4 | 2 | 17 | |||||||
| 35 | 3.16 | 4 | 1 | 8 | 6 | 0 | 15 | 5.07 | 10 | 1 | 7 | 7 | 1 | 16 | ||||||
| 36 | 7 | 6 | 8 | 0 | 14 | 7.57 | 9 | 3 | 8 | 4 | 1 | 16 | ||||||||
| 37 | 7 | 3 | 9 | 5 | 2 | 19 | 8 | 1 | 8 | 5 | 2 | 16 | ||||||||
| 38 | 8.09 | 9 | 2 | 6 | 7 | 1 | 16 | 7.46 | 6 | 2 | 9 | 6 | 2 | 19 | ||||||
| 39 | 4.08 | 14 | 1 | 7 | 5 | 0 | 13 | 5.94 | 10 | 1 | 8 | 6 | 2 | 17 | ||||||
| 40 | 5 | 3 | 6 | 3 | 0 | 12 | 12.36 | 8 | 1 | 10 | 5 | 2 | 18 | |||||||
| Total: | 307 | 63 | 364 | 212 | 37 | 676 | 414 | 69 | 374 | 207 | 78 | 728 | ||||||||
| № | WT 1-2 | PP | VP 1-2 | WT 3-2 | VP 3-2 | WTV 3-2 | VPV 3-2 | VP 1-3 | TVPC | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 1st | 2nd | |||||||
| 1 | 15.75 | 13 | 1 | 15.75 | 2 | 16.13 | 1 | 6 | 10 | |||||
| 2 | 7.1 | 4 | 2 | 13.43 | 2 | 4 | 8 | |||||||
| 3 | 10 | 0 | 7.69 | 3 | 3 | 6 | ||||||||
| 4 | 11.64 | 15 | 2 | 11.64 | 23.56 | 2 | 1 | 5 | ||||||
| 5 | 4 | 1 | 6.68 | 3 | 2 | 6 | ||||||||
| 6 | 6 | 0 | 8.07 | 3 | 3 | 6 | ||||||||
| 7 | 10 | 0 | 12.01 | 1 | 4 | 5 | ||||||||
| 8 | 6 | 0 | 8.86 | 3 | 4 | 7 | ||||||||
| 9 | 7.88 | 3 | 2 | 10.2 | 1 | 4 | 7 | |||||||
| 10 | 5.98 | 17 | 1 | 8.53 | 3 | 3 | 7 | |||||||
| 11 | 4 | 0 | 4.6 | 4 | 4 | 8 | ||||||||
| 12 | 6 | 0 | 10.23 | 3 | 4 | 7 | ||||||||
| 13 | 7 | 0 | 10.69 | 2 | 3 | 5 | ||||||||
| 14 | 7.42 | 9 | 1 | 23.25 | 2 | 5 | 8 | |||||||
| 15 | 9.48 | 3 | 1 | 14.88 | 1 | 7 | 9 | |||||||
| 16 | 24.16 | 8 | 3 | 27.05 | 1 | 0 | 4 | |||||||
| 17 | 8.24 | 5 | 1 | 15.63 | 3 | 3 | 7 | |||||||
| 18 | 11.14 | 11 | 2 | 12.58 | 2 | 3 | 7 | |||||||
| 19 | 13.58 | 5 | 1 | 10.94 | 2 | 5 | 8 | |||||||
| 20 | 16 | 0 | 12.64 | 1 | 2 | 3 | ||||||||
| 21 | 8 | 0 | 12.38 | 4 | 3 | 7 | ||||||||
| 22 | 20 | 0 | 18.63 | 1 | 4 | 5 | ||||||||
| 23 | 20.45 | 16 | 1 | 25.56 | 2 | 6 | 9 | |||||||
| 24 | 17.3 | 6 | 1 | 11.93 | 2 | 2 | 5 | |||||||
| 25 | 9 | 0 | 17.83 | 3 | 3 | 6 | ||||||||
| 26 | 13 | 1 | 5.47 | 1 | 4 | 6 | ||||||||
| 27 | 16.21 | 14 | 2 | 19.23 | 1 | 4 | 7 | |||||||
| 28 | 16 | 2 | 16.49 | 18.69 | 2 | 3 | 7 | |||||||
| 29 | 5 | 0 | 12.19 | 3 | 4 | 7 | ||||||||
| 30 | 13.98 | 8 | 2 | 19.5 | 3 | 5 | 10 | |||||||
| 31 | 13.39 | 20 | 4 | 0 | 0 | 3 | 7 | |||||||
| 32 | 11 | 3 | 17.6 | 3 | 4 | 10 | ||||||||
| 33 | 6 | 0 | 12.92 | 3 | 15.98 | 2 | 3 | 8 | ||||||
| 34 | 9 | 0 | 0 | 4 | 1 | 5 | ||||||||
| 35 | 13 | 0 | 8.81 | 18.69 | 2 | 3 | 5 | |||||||
| 36 | 6 | 0 | 10 | 1 | 2 | 3 | ||||||||
| 37 | 11.35 | 14.58 | 6 | 2 | 11.35 | 15.64 | 2 | 5 | 9 | |||||
| 38 | 20.01 | 11 | 1 | 15.62 | 3 | 4 | 8 | |||||||
| 39 | 20 | 0 | 0 | 3.95 | 3 | 2 | 5 | |||||||
| 40 | 7 | 0 | 14.92 | 2 | 1 | 3 | ||||||||
| Total: | 386 | 37 | 86 | 6 | 136 | 265 | 386 | 37 | ||||||
| № | WT 3-4 | PP | VP 3-4 | WT 1-4 | VP 1-4 | WTV 1-4 | VPV 1-4 | VP 3-1 | TVPC | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1st | 2nd | 3rd | 1st | 2nd | 3rd | 4th | 5th | 1st | 2nd | 3rd | 4th | 5th | |||||||
| 1 | 7 | 4 | 5 | 13.92 | 1 | 11 | 21 | ||||||||||||
| 2 | 5 | 4 | 10.31 | 5 | 13.16 | 1 | 3 | 13 | |||||||||||
| 3 | 7.43 | 5 | 3 | 13.48 | 5 | 3 | 11 | ||||||||||||
| 4 | 5 | 5 | 8.02 | 4 | 1 | 10 | |||||||||||||
| 5 | 1 | 1 | 3.45 | 4 | 2 | 8 | 15 | ||||||||||||
| 6 | 7 | 1 | 2.63 | 4 | 5 | 10 | |||||||||||||
| 7 | 12.81 | 3 | 5 | 17.57 | 4 | 9 | 18 | ||||||||||||
| 8 | 2 | 5 | 4.47 | 7 | 6.25 | 5.89 | 1 | 6 | 19 | ||||||||||
| 9 | 3 | 3 | 6 | 17.76 | 1 | 7 | 17 | ||||||||||||
| 10 | 1 | 4 | 15.46 | 3 | 13.35 | 1 | 9 | 17 | |||||||||||
| 11 | 2 | 6 | 5.99 | 4 | 17.32 | 1 | 7 | 18 | |||||||||||
| 12 | 7 | 2 | 17.69 | 4 | 8 | 14 | |||||||||||||
| 13 | 3 | 3 | 10.51 | 4 | 16.08 | 1 | 4 | 12 | |||||||||||
| 14 | 3 | 3 | 3.81 | 12.93 | 6 | 8.46 | 1 | 5 | 15 | ||||||||||
| 15 | 5.25 | 11 | 2 | 24.15 | 4 | 8 | 14 | ||||||||||||
| 16 | 18.97 | 9 | 5 | 24.67 | 3 | 6 | 14 | ||||||||||||
| 17 | 10 | 6 | 3.96 | 11.58 | 6 | 6 | 18 | ||||||||||||
| 18 | 5.45 | 8 | 5 | 5.45 | 4 | 20.35 | 1 | 7 | 17 | ||||||||||
| 19 | 11 | 0 | 11.83 | 24.98 | 4 | 9 | 13 | ||||||||||||
| 20 | 2 | 3 | 5.21 | 7 | 5 | 15 | |||||||||||||
| 21 | 7 | 2 | 15.87 | 6 | 19.16 | 1 | 7 | 16 | |||||||||||
| 22 | 16.33 | 12 | 3 | 12.05 | 20.68 | 5 | 6 | 14 | |||||||||||
| 23 | 14.16 | 18 | 1 | 18.99 | 5 | 6 | 12 | ||||||||||||
| 24 | 19.98 | 19 | 5 | 15.6 | 27.21 | 4 | 7 | 16 | |||||||||||
| 25 | 16 | 2 | 8.79 | 5 | 5 | 12 | |||||||||||||
| 26 | 15.41 | 14 | 6 | 15.41 | 26.02 | 4 | 8 | 18 | |||||||||||
| 27 | 21 | 5 | 5.26 | 6 | 2 | 13 | |||||||||||||
| 28 | 12 | 5 | 10.64 | 16.08 | 5 | 7 | 17 | ||||||||||||
| 29 | 10 | 0 | 11.23 | 6 | 21.33 | 1 | 5 | 12 | |||||||||||
| 30 | 7.62 | 9 | 2 | 13.29 | 5 | 16.75 | 1 | 3 | 11 | ||||||||||
| 31 | 6 | 0 | 10.5 | 7 | 4 | 11 | |||||||||||||
| 32 | 11 | 2 | 7.41 | 14.82 | 3 | 8 | 13 | ||||||||||||
| 33 | 12 | 13 | 6 | 24.78 | 3 | 4 | 13 | ||||||||||||
| 34 | 8 | 2 | 6.58 | 14.75 | 5 | 3 | 10 | ||||||||||||
| 35 | 5 | 4 | 5.77 | 4 | 3.75 | 1 | 2 | 11 | |||||||||||
| 36 | 10 | 3 | 13.35 | 19.13 | 2 | 4 | 9 | ||||||||||||
| 37 | 5 | 0 | 7.3 | 4 | 3 | 7 | |||||||||||||
| 38 | 3.04 | 6 | 4 | 11.37 | 20.20 | 1 | 2 | 7 | |||||||||||
| 39 | 13.75 | 6 | 1 | 20.04 | 3 | 2 | 6 | ||||||||||||
| 40 | 7 | 3 | 6 | 2 | 11 | ||||||||||||||
| Total: | 320 | 126 | 181 | 16 | 217 | 540 | 320 | 126 | 181 | 16 | 217 | 540 | |||||||
| Period | WTP | WTC | ||||
|---|---|---|---|---|---|---|
| 1-2 | 3-2 | 3-4 | 1-4 | 3-2 | 1-4 | |
| 08:00–09:00 | 13.06 | 12.52 | 11.71 | 13.00 | 17.56 | 14.25 |
| 18:00–19:00 | 14.64 | 17.41 | 11.95 | 13.88 | 26.51 | 18.89 |
| 09:00–18:00 | 12.67 | 14.77 | 14.35 | 16.58 | 6.05 | 6.73 |
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Saliev, D.; Valkovski, T.; Laskov, L.; Markov, M. Research on Traffic Delays Caused by Pedestrians Crossing at a Light-Regulated Intersection: Case Study of City of Sofia. Eng. Proc. 2026, 150, 105. https://doi.org/10.3390/engproc2026150105
Saliev D, Valkovski T, Laskov L, Markov M. Research on Traffic Delays Caused by Pedestrians Crossing at a Light-Regulated Intersection: Case Study of City of Sofia. Engineering Proceedings. 2026; 150(1):105. https://doi.org/10.3390/engproc2026150105
Chicago/Turabian StyleSaliev, Durhan, Tsvetan Valkovski, Lyubomir Laskov, and Milen Markov. 2026. "Research on Traffic Delays Caused by Pedestrians Crossing at a Light-Regulated Intersection: Case Study of City of Sofia" Engineering Proceedings 150, no. 1: 105. https://doi.org/10.3390/engproc2026150105
APA StyleSaliev, D., Valkovski, T., Laskov, L., & Markov, M. (2026). Research on Traffic Delays Caused by Pedestrians Crossing at a Light-Regulated Intersection: Case Study of City of Sofia. Engineering Proceedings, 150(1), 105. https://doi.org/10.3390/engproc2026150105

