ANALYSIS OF GREEN TIME SEQUENCING AND OPTIMIZATION AT THE SIGNALIZED INTERSECTION OF JALAN W.R. SUPRATMAN–JALAN HASANUDDIN, TIMIKA CITY
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2026-08-11Downloads
Abstract
Traffic performance at signalized intersections is strongly influenced by road geometry, traffic volume, and signal timing, particularly in urban transportation systems that frequently experience congestion and signal violations. This study analyzes the relationship between traffic capacity (passenger car unit per hour) and green time, and evaluates the sequence and duration of green time at the signalized intersection of Jalan Hasanuddin and Jalan W.R. Supratman in Timika City, Central Papua Province, Indonesia. Although the intersection is equipped with a traffic light control system (APILL), red-light running violations still frequently occur and increase the potential for traffic accidents. Field data on traffic volume, geometric conditions, and signal timing were collected through direct observation and analyzed using the Indonesian Highway Capacity Manual (MKJI 1997), supported by a review of recent international literature on signalized intersection performance, mixed motorcycle traffic behavior, and traffic signal optimization. The analysis reveals a nonlinear quadratic relationship between traffic capacity and green time, expressed as y = 1.165x2 − 9.2824x + 19.137, with a coefficient of determination (R2) of 0.9098, indicating a high level of model fit. Green time requirements decrease as capacity increases up to an optimal point, while lower capacities require longer green time due to less stable traffic flow. These findings support volume-responsive green time allocation as a strategy to improve intersection performance and reduce red-light violations.
Keywords:
Green Time Intersection Capacity MKJI 1997 Signal Timing Traffic Signal.References
Akçelik, R. (1981). Traffic Signals: Capacity and Timing Analysis. Australian Road Research Board.
Akyol, G., Göncü, S., & Silgu, M. A. (2024). Multi-objective optimization framework for trade-off among pedestrian delays and vehicular emissions at signal-controlled intersections. Arabian Journal for Science and Engineering, 49(10), 14117–14130. https://doi.org/10.1007/s13369-024-08898-7
Al-Rubaee, R. H., & Hameed, I. T. (2024). Performance analysis, evaluation, and improvement of selected unsignalized intersection using SIDRA software: Case study. Open Engineering, 14(1), 359–372. https://doi.org/10.1515/eng-2022-0537
Bayomi, A., Shawky, M., & Osama, A. (2024). Investigating mid-block pedestrian crossing behaviour and safety at urban streets in Cairo. International Journal of Injury Control and Safety Promotion, 31(1), 72–85. https://doi.org/10.1080/17457300.2023.2258857
Champahom, T., Se, C., Jomnonkwao, S., Boonyoo, T., & Ratanavaraha, V. (2023). A comparison of contributing factors between young and old riders of motorcycle crash severity on local roads. Sustainability, 15(3), 2708. https://doi.org/10.3390/su15032708
Directorate General of Highways. (1997). Indonesian Highway Capacity Manual (MKJI). Jakarta: Ministry of Public Works.
Guadamuz, R., Tang, H., Yu, Z., Guler, S. I., & Gayah, V. V. (2022). Green time usage metrics on signalized intersections and arterials using high-resolution traffic data. International Journal of Transportation Science and Technology, 11(3), 509–521. https://doi.org/10.1016/j.ijtst.2021.06.006
Haque, F., & Kidwai, F. A. (2023). Modeling pedestrian behavior at urban signalised intersections using statistical-ANN hybrid approach—case study of New Delhi. Case Studies on Transport Policy, 13, 101038. https://doi.org/10.1016/j.cstp.2023.101038
Hazaymeh, K., Almagbile, A., & Alomari, A. H. (2022). Spatiotemporal analysis of traffic accidents hotspots based on geospatial techniques. ISPRS International Journal of Geo-Information, 11(4), 260. https://doi.org/10.3390/ijgi11040260
Jalali Khalilabadi, P., Karimpour, A., & Wu, Y.-J. (2023). Severity analysis of red-light–running behavior at signalized intersections. Journal of Transportation Safety & Security, 16(5), 1–25. https://doi.org/10.1080/19439962.2023.2232324
Kariyana, I. M., Suthanaya, P. A., Wedagama, D. M. P., & Ariawan, I. M. A. (2021). The saturated flow modeling on motorcycle behavior based on through movements at signalized intersections. Civil Engineering and Architecture, 9(4), 1189–1197. https://doi.org/10.13189/cea.2021.090420
Khisty, C. J., & Lall, B. K. (2005). Transportation Engineering: An Introduction (3rd ed.). Upper Saddle River, NJ: Pearson Prentice Hall.
Matcha, B. N., Sivanesan, S., Ng, K. C., & Eh Noum, S. Y. (2022). Modelling integrated movements of motorcycles at urban merge sections under mixed traffic conditions. Transportmetrica B: Transport Dynamics, 10(1), 441–467. https://doi.org/10.1080/21680566.2021.2007814
Mulyadi, A. M., Sihombing, A. V. R., Hendrawan, H., Marpaung, E., Malisan, J., Arianto, D., Mardiana, T. S., Puriningsih, F. S., Subaryata, Siregar, N. A. M., Mutharuddin, & Humang, W. P. (2022a). Effect of traffic lights countdown timer and motorcycle lanes as an approach to the red box for motorcycles in Bali Island. Infrastructures, 7(10), 127. https://doi.org/10.3390/infrastructures7100127
Mulyadi, A. M., Sihombing, A. V. R., Hendrawan, H., Vitriana, A., & Nugroho, A. (2022b). Walkability and importance assessment of pedestrian facilities on central business district in capital city of Indonesia. Transportation Research Interdisciplinary Perspectives, 16, 100695. https://doi.org/10.1016/j.trip.2022.100695
Nawaz, I., Almoshaogeh, M., Ahmed, T., Moeinaddini, M., Jamal, A., & Alharbi, F. (2024). An empirical framework to quantify the individual traffic congestion cost for private motorized vehicle users. SAGE Open, 14(2). https://doi.org/10.1177/21582440241249801
Oglesby, C. H., & Hicks, R. G. (1999). Highway Engineering (4th ed.). New York, NY: John Wiley & Sons.
Promraksa, T., Satiennam, T., Satiennam, W., Kaewwichian, P., & Kronprasert, N. (2022). Factors influencing stopping locations of motorcycle riders on signalized urban intersection approaches. Sustainability, 14(22), 15236. https://doi.org/10.3390/su142215236
Shen, X. (2024). Dynamically signal timing optimization of isolated intersection traffic lights based on a dual-layer framework. Journal of Advanced Transportation, 2024, 1260664. https://doi.org/10.1155/2024/1260664
Sokido, D. L. (2024). Measuring the level of urban traffic congestion for sustainable transportation in Addis Ababa, Ethiopia, the cases of selected intersections. Frontiers in Sustainable Cities, 6, 1366932. https://doi.org/10.3389/frsc.2024.1366932
Su, H., Ma, W., & Zhao, J. (2024). Cycle-length optimization of isolated signalized intersection with mixed-traffic condition. Journal of Transportation Engineering, Part A: Systems, 150(1). https://doi.org/10.1061/JTEPBS.TEENG-7871
Suweda, I. W., & Wedagama, D. M. P. (2021). The influence of motorcycles on discharge headway and saturation flows at signalized intersections under mixed traffic conditions. Civil Engineering and Architecture, 9(3), 595–604. https://doi.org/10.13189/cea.2021.090303
Transportation Research Board. (2010). Highway Capacity Manual (6th ed.). Washington, DC: National Research Council.
Transportation Research Board. (2016). Traffic Flow Theory: A State-of-the-Art Report. Washington, DC: National Academies Press.
Wang, Z. (2023). Coupled control of traffic signal and connected autonomous vehicles at signalized intersections. Journal of Advanced Transportation, 2023, 6684252. https://doi.org/10.1155/2023/6684252
Webster, F. V. (1958). Traffic Signal Settings. Road Research Technical Paper No. 39.
Wei, J., & Ju, Y. (2024). Research on optimization method for traffic signal control at intersections in smart cities based on adaptive artificial fish swarm algorithm. Heliyon, 10(10), e30657. https://doi.org/10.1016/j.heliyon.2024.e30657
Wichitphongsa, W., Kronprasert, N., Zaw, M. S., Pisetsit, P., & Satiennam, T. (2025). Modeling riding and stopping behaviors at motorcycle box intersections: A case study in Chiang Mai City, Thailand. Infrastructures, 10(4), 97. https://doi.org/10.3390/infrastructures10040097
Zhang, X., Fan, X., Yu, S., Shan, A., & Men, R. (2023). Multi-objective optimization method for signalized intersections in intelligent traffic network. Sensors, 23(14), 6303. https://doi.org/10.3390/s23146303
Zhao, B., Ju, Y., Jiao, S., & Yang, D. (2025). A feedback queueing network model for traffic signal control at intersections considering congestion propagation in dynamic stochastic environments. PLOS ONE, 20(12), e0337201. https://doi.org/10.1371/journal.pone.0337201
Zou, Y., Li, M., Guo, J., Yao, E., & Chen, R. (2023). Vehicle trajectory control and signal timing optimization of isolated intersection under V2X environment. Journal of Advanced Transportation, 2023, 9744737. https://doi.org/10.1155/2023/9744737
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