[1] Liu, T., Wang, B., & Yang, C. (2018). Online Markov Chain-based energy management for a hybrid tracked vehicle with speedy Q-learning.
Energy,
160, 544-555.
https://doi.o rg/10.1016/j.energy.2018.07.022
[2] Rahmatinejad, B., Rahimi Asiabaraki, H., Azimpour Shishevan, F., & Mohtadi Bonab, M. A. (2023). Experimental analysis of the effect of using aluminum oxide nanofluid in improving the heat transfer of XU7 engine radiator.
The Journal of Engine Research,
70(2), 66-79.
https://doi.org/10.22034/er.2023.2011671.1015
[3] Rahmatinejad, B., Rahimi Asiabaraki, H., & Azimpour Shishevan, F. (2023). Investigation of the effect of AL2O3 nanofluid in M13NI engine cooling system.
The Journal of Engine Research,
70(1), 47-65.
https://doi.org/10.22034/er.2023.1975318.0
[4] Rahmatinejad, B., Abbasgholipour, M., & Mohammadi Alasti, B. (2022). Experimental Evaluation of Heat Transfer of MF 285 Tractor Radiator, using Nano-fluid AL2O3+Water.
Journal of Agricultural Machinery,
12(3), 281-299.
https://doi.org/10.22067/jam.20 20.58870.0
[5] Andrade, G. M. S. D., Araújo, F. W. C. D., Santos, M. P. M. D. N., & Magnani, F. S. (2020). Standardized Comparison of 40 Local Driving Cycles: Energy and Kinematics.
Energies,
13(20), 5434.
https://doi.org/10.3390/en13205434
[6] Gebisa, A., Gebresenbet, G., Gopal, R., & Nallamothu, R. B. (2021). Driving Cycles for Estimating Vehicle Emission Levels and Energy Consumption.
Future Transportation,
1(3), 615-638.
https://doi.org/10.3390/futuretransp1030033
[7] Yang, C., Lu, Z., Wang, W., Li, Y., Chen, Y., & Xu, B. (2023). Energy management of hybrid electric propulsion system: Recent progress and a flying car perspective under three-dimensional transportation networks.
Green Energy and Intelligent Transportation,
2(1), 100061.
https://doi.org/10.1016/j.geits.2022.100061
[8] Saboohi, Y., & Farzaneh, H. (2008). Model for optimizing energy efficiency through controlling speed and gear ratio.
Energy Efficiency,
1(1), 65-76.
https://doi.org/10.1007/s12053 -008-9005-y
[9] Mafi, S., Kakaee, A., Mashadi, B., Moosavian, A., Abdolmaleki, S., & Rezaei, M. (2022). Developing local driving cycle for accurate vehicular CO2 monitoring: A case study of Tehran.
Journal of Cleaner Production,
336, 130176.
https://doi.org/10.1016/j.jcl epro.2021.130176
[10] Salihu, F., Demir, Y. K., & Demir, H. G. (2023). Effect of road slope on driving cycle parameters of urban roads.
Transportation Research Part D: Transport and Environment,
118, 103676.
https://doi.org/10.1016/j.trd.2023.103676
[11] Silvas, E., Hereijgers, K., Peng, H., Hofman, T., & Steinbuch, M. (2016). Synthesis of Realistic Driving Cycles With High Accuracy and Computational Speed, Including Slope Information.
Institute of Electrical and Electronics Engineers Transactions on Vehicular Technology,
65(6), 4118-4128.
https://doi.org/10.1109/TVT.2016.2546338
[12] Masclans Abelló, P., Medina Iglesias, V., de los Santos López, M. A., & Álvarez-Flórez, J. (2020). Real drive cycles analysis by ordered power methodology applied to fuel consumption, CO2, NOx and PM emissions estimation.
Frontiers of Environmental Science & Engineering,
15(1), 4.
https://doi.org/10.1007/s11783-020-1296-z
[13] Jeong, N. T., Yang, S. M., Kim, K. S., Wang, M. S., Kim, H. S., & Suh, M. W. (2016). Urban driving cycle for performance evaluation of electric vehicles.
International Journal of Automotive Technology,
17(1), 145-151.
https://doi.org/10.1007/s12239-016-0014-0
[14] Kessels, F. (2019). Introduction to Traffic Flow Modelling. In
Traffic Flow Modelling: Introduction to Traffic Flow Theory Through a Genealogy of Models (pp. 1-19). Springer International Publishing.
https://doi.org/10.1007/978-3-319-78695-7_1
[15] Zähringer, M., Kalt, S., & Lienkamp, M. (2020). Compressed Driving Cycles Using Markov Chains for Vehicle Powertrain Design.
World Electric Vehicle Journal,
11(3), 52.
h ttps://doi.org/10.3390/wevj11030052
[16] Liu, T., Tan, W., Tang, X., Zhang, J., Xing, Y., & Cao, D. (2021). Driving conditions-driven energy management strategies for hybrid electric vehicles: A review.
Renewable and Sustainable Energy Reviews,
151, 111521.
https://doi.org/10.1016/j.rser.2021.111521
[17] Sun, F., Yang, Q., Dahlquist, E., & Xiong, R. (2023).
The Proceedings of the 5th International Conference on Energy Storage and Intelligent Vehicles (ICEIV 2022). Springer Nature.
https://doi.org/10.1007/978-981-99-1027-4
[18] Pouresmaeili, M. A., Aghayan, I., & Taghizadeh, S. A. (2018). Development of Mashhad driving cycle for passenger car to model vehicle exhaust emissions calibrated using on-board measurements.
Sustainable Cities and Society,
36, 12-20.
https://doi.org/1 0.1016/j.scs.2017.09.034
[19] Azadi, M., Dezianian, S., Navi, A., Salmani, A., Qaraati, T., & Faraji, A. (2022). Development of a Driving Cycle Based on Data Recorded from an Electric-gasoline Hybrid Vehicle on Two Routes in Tehran City with K-means Algorithm.
Quarterly Scientific Journal of National University of Skills,
19(1), 629-652.
https://doi.org/10.48301/kssa.2022. 315133.1840
[20] Qaraati, T., Momeni Movahed, A., Azadi, M., & Moosavian, S. A. (2021). Comparison of Support Vector Machine and K-Means Algorithms Performance in Extracting the Real Driving Cycle of Combined Tehran-Amol.
Amirkabir Journal of Mechanical Engineering,
53(9), 1177-1180.
https://doi.org/10.22060/mej.2021.19222.6980
[21] Miri, S. E., Khalili, H., & Azadi, M. (2022, May 10).
Development of driving cycle of Tehran-Semnan route based on real driving emission considerations with a hybrid car [Conference session]
. Twelfth International Conference on Combustion Engines and Oil, Tehran, Iran.
https://civilica.com/doc/1464963/
[22] Organisation for Economic Cooperation and Development. (2008).
OECD glossary of statistical terms.
https://doi.org/10.1787/9789264055087-en
[23] Maulik, U., & Bandyopadhyay, S. (2000). Genetic algorithm-based clustering technique.
Pattern Recognition,
33(9), 1455-1465.
https://doi.org/10.1016/S0031-3203(99)00 137-5
[24] Bradley, P. S., Bennett, K. P., & Demiriz, A. (2000). Constrained k-means clustering.
Microsoft Research, Redmond, 1-8.
https://www.researchgate.net/publication/2458036_Const rained_K-Means_Clustering
[25] Barlow, T. J., Latham, S., McCrae, I., & Boulter, P. (2009).
A reference book of driving cycles for use in the measurement of road vehicle emissions. TRL.
https://trid.trb.org /View/909274
[26] Montazeri-Gh, M., & Naghizadeh, M. (2007). Development of the Tehran car driving cycle.
International Journal of Environment and Pollution,
30(1), 106-118.
https://doi.org/ 10.1504/ijep.2007.014506
[27] Bholowalia, P., & Kumar, A. (2014). EBK-means: A clustering technique based on elbow method and k-means in WSN.
International Journal of Computer Applications,
105(9), 17-24.
https://doi.org/10.5120/18405-9674
[28] André, M. (2004). The ARTEMIS European driving cycles for measuring car pollutant emissions.
Science of The Total Environment,
334-335, 73-84.
https://doi.org/10.10 16/j.scitotenv.2004.04.070
[29] Norbakyah, J., Nordiyana, M., Anida, I., Ayob, A., & Salisa, A. (2021). myBas driving cycle for Kuala Terengganu city.
International Journal of Electrical & Computer Engineering,
11(3), 2054-2061.
https://doi.org/10.11591/ijece.v11i3.pp2054-2061
[30] Anida, I., & Salisa, A. (2019). Driving cycle development for Kuala Terengganu city using k-means method.
International Journal of Electrical and Computer Engineering,
9(3), 1780-1787.
https://doi.org/10.11591/ijece.v9i3.pp1780-1787
[31] Tourani, A., White, P., & Ivey, P. (2014). Analysis of electric and thermal behaviour of lithium-ion cells in realistic driving cycles.
Journal of Power Sources,
268, 301-314.
https://doi.org/10.1016/j.jpowsour.2014.06.010
[32] Wu, Y., & Liu, G. (2020). Research on construction of vehicle driving cycle based on Markov chain and global K-means clustering algorithm.
Vehicle Dynamics,
4(1), 1-9.
https://doi.org/10.18063/vd.v4i1.1135
[33] Shi, S., Lin, N., Zhang, Y., Huang, C., Liu, L., Lu, B., & Cheng, J. (2013, October 15-18).
Research on Markov Property Analysis of Driving Cycle [Conference session]
. 2013 IEEE Vehicle Power and Propulsion Conference, Beijing, China.
https://doi.org/10. 1109/VPPC.2013.6671737
[34] Yuhui, P., Yuan, Z., & Huibao, Y. (2019). Development of a representative driving cycle for urban buses based on the K-means cluster method.
Cluster Computing,
22(3), 6871-6880.
https://doi.org/10.1007/s10586-017-1673-y
[35] Zhao, X., Zhao, X., Yu, Q., Ye, Y., & Yu, M. (2020). Development of a representative urban driving cycle construction methodology for electric vehicles: A case study in Xi’an.
Transportation Research Part D: Transport and Environment,
81(2), 102279.
https: //doi.org/10.1016/j.trd.2020.102279
[36] Abu Mallouh, M., Abdelhafez, E., Salah, M., Hamdan, M., Surgenor, B., & Youssef, M. (2014). Model development and analysis of a mid-sized hybrid fuel cell/battery vehicle with a representative driving cycle.
Journal of Power Sources,
260, 62-71.
https://do i.org/10.1016/j.jpowsour.2014.02.104
[37] Wang, L., Ma, J., Zhao, X., & Li, X. (2021). Development of a Typical Urban Driving Cycle for Battery Electric Vehicles Based on Kernel Principal Component Analysis and Random Forest.
Institute of Electrical and Electronics Engineers Access,
9, 15053-15065.
https://doi.org/10.1109/ACCESS.2021.3052820
[38] Huzayyin, O. A., Salem, H., & Hassan, M. A. (2021). A representative urban driving cycle for passenger vehicles to estimate fuel consumption and emission rates under real-world driving conditions.
Urban Climate,
36, 100810.
https://doi.org/10.1016/j.ucli m.2021.100810
[39] Humaira, H., & Rasyidah, R. (2018, January 24-25).
Determining the appropiate cluster number using elbow method for k-means algorithm [Conference session]
. Proceedings of the 2nd Workshop on Multidisciplinary and Applications, Padang, Indonesia.
http ://dx.doi.org/10.4108/eai.24-1-2018.2292388
[40] Umargono, E., Suseno, J. E., & Gunawan, S. V. (2020, November 25).
K-means clustering optimization using the elbow method and early centroid determination based on mean and median formula [Conference session]. The 2nd International Seminar on Science and Technology, Yogyakarta, Indonesia.
https://doi.org/10.2991/assehr.k.201010.019
[41] Wang, Q., Huo, H., He, K., Yao, Z., & Zhang, Q. (2008). Characterization of vehicle driving patterns and development of driving cycles in Chinese cities.
Transportation Research Part D: Transport and Environment,
13(5), 289-297.
https://doi.org/10.1016/j.trd.2 008.03.003
[42] Tharvin, R., Kamarrudin, N., Shahriman, A., Zunaidi, I., Razlan, Z., Wan, W., Harun, A., Hashim, M., Ibrahim, I., & Faizi, M. (2018, August 15-17).
Development of driving cycle for passenger car under real world driving conditions in Kuala Lumpur, Malaysia [Conference session]
. International Conference on Advanced Manufacturing and Industry Applications, Sarawak, Malaysia.
https://doi.org/10.1088/1757-899X/429/1/012047
[43] Hung, W. T., Tong, H. Y., Lee, C. P., Ha, K., & Pao, L. Y. (2007). Development of a practical driving cycle construction methodology: A case study in Hong Kong.
Transportation Research Part D: Transport and Environment,
12(2), 115-128.
https://doi.org/10.10 16/j.trd.2007.01.002
[44] Degraeuwe, B., & Weiss, M. (2017). Does the New European Driving Cycle (NEDC) really fail to capture the NOX emissions of diesel cars in Europe?
Environmental Pollution,
222, 234-241.
https://doi.org/10.1016/j.envpol.2016.12.050
[45] Zhao, X., Yu, Q., Ma, J., Wu, Y., Yu, M., & Ye, Y. (2018). Development of a Representative EV Urban Driving Cycle Based on a k-Means and SVM Hybrid Clustering Algorithm.
Journal of Advanced Transportation,
2018(1), 1890753.
https://doi.org/10.1155/20 18/1890753