Abstract
This paper presents a coordination strategy to optimally form and dissolve N-truck platoons on a highway stretch. Truck platooning, a set of trucks driving with small inter-vehicle distances, can benefit the transportation sector by reducing the overall fuel consumption and greenhouse gas emissions while increasing traffic throughput. However, different itineraries and delivery time restrictions may limit the opportunities to from platoons on a large scale. Therefore, a coordination strategy must be capable of merging scattered trucks and splitting the platoon considering the constraints from each participant to avoid penalties. To address this issue, an optimization problem is formulated to provide optimal speed profiles for an unlimited number of trucks during the merging, platooning and splitting phases of the coordination. An equivalent single stretch representation is presented to simplify complex road networks using appropriate merging and splitting constraints. The resulting optimal speed profiles are presented for 2, 3 and 10 trucks highlighting the capability to handle different desired traveling speeds without compromising the itinerary of each truck and allowing the overtake of trucks directly in the optimization problem. Sensitivity analyses are used to investigate the savings potential according to the main parameters of the coordination. Finally, the proposed algorithm is evaluated in a simulation study using validated vehicle and consumption models with real road topography data. In a 100 km Brazilian highway stretch, scenarios with two and three scattered trucks with substantial initial separation distances are evaluated and present energy efficient maneuvers under the proposed coordination strategy.
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References
Bhoopalam AK, Agatz N, Zuidwijk R (2018) Planning of truck platoons: a literature review and directions for future research. Transp Res Part B Methodol 107:212–228. https://doi.org/10.1016/j.trb.2017.10.016
Bishop R, Bevly D, Humphreys L, Boyd S, Murray D (2017) Evaluation and testing of driver-assistive truck platooning: phase 2 final results. Transp Res Rec J Transp Res Board 2615(1):11–18. https://doi.org/10.3141/2615-02
Bonnet C, Fritz H (2000) Fuel consumption reduction in a platoon: experimental results with two electronically coupled trucks at close spacing. In: SAE Technical Paper. SAE International. https://doi.org/10.4271/2000-01-3056
Boysen N, Briskorn D, Schwerdfeger S (2018) The identical-path truck platooning problem. Transp Res Part B: Methodol 109:26–39. https://doi.org/10.1016/j.trb.2018.01.006. https://www.sciencedirect.com/science/article/pii/S0191261517305970
Brasil (2016) Ministério da ciência, tecnologia e inovação. secretaria de políticas e programas de pesquisa e desenvolvimento .coordenação-geral de mudanças globais de clima. Tech Rep
Chan E (2016) SARTRE automated platooning vehicles, Wiley, p 137–150. https://doi.org/10.1002/9781119307785.ch10
Chehardoli H (2021) Multi look-ahead consensus of vehicular networks in the presence of random data missing. J Vib Control 27(5–6):717–728. https://doi.org/10.1177/1077546320933465
Chehardoli H, Ghasemi A, Najafi A (2019) Centralized and decentralized distributed control of longitudinal vehicular platoons with non-uniform communication topology. Asian J Control 21(6):2691–2699. https://doi.org/10.1002/asjc.2235
Chen S, Wang H, Meng Q (2021) Autonomous truck scheduling for container transshipment between two seaport terminals considering platooning and speed optimization. Transp Res Part B Methodol 154:289–315. https://doi.org/10.1016/j.trb.2021.10.014
Confederação Nacional de Transporte (2016) Boletim estatístico. Tech rep. http://www.cnt.org.br/Boletim/boletim-estatistico-cnt
Earnhardt C, Groelke B, Borek J, Pelletier E, Brennan S, Vermillion C (2022) Cooperative exchange-based platooning using predicted fuel-optimal operation of heavy-duty vehicles. IEEE Transactions on Intelligent Transportation Systems p 1–13. https://doi.org/10.1109/TITS.2022.3169390
Edenhofer O, Pichs-Madruga R, Sokona Y, Farahani E, Kadner S, Seyboth K, Adler A, Baum I, Brunner S, Eickemeier P, Kriemann B, Savolainen J, Schlömer S, von Stechow C, Zwickel T, Minx JC (2014) Climate change 2014. Cambridge University Press, New York, USA
Eilers S, Mårtensson J, Pettersson H, Pillado M, Gallegos D, Tobar M, Johansson KH, Ma X, Friedrichs T, Borojeni SS, Adolfson M (2015) Companion—towards co-operative platoon management of heavy-duty vehicles. In: 2015 IEEE 18th International Conference on Intelligent Transportation Systems, p 1267–1273. https://doi.org/10.1109/ITSC.2015.208
Fancher P, Bareket Z (1994) Evaluating headway control using range versus range-rate relationships. Veh Syst Dyn 23(1):575–596. https://doi.org/10.1080/00423119408969076
Fritz H, Gern A, Schiemenz H, Bonnet C (2004) CHAUFFEUR assistant: a driver assistance system for commercial vehicles based on fusion of advanced ACC and lane keeping. IEEE Intell Veh Symp 2004:495–500. https://doi.org/10.1109/IVS.2004.1336433
Hoef SVD, Mårtensson J, Dimarogonas DV, Johansson KH (2019) A predictive framework for dynamic heavy-duty vehicle platoon coordination. ACM Trans Cyber-Phys Syst. https://doi.org/10.1145/3299110
Hucho WH, Ahmed SR (1998) Aerodynamics of road vehicles: from fluid mechanics to vehicle engineering. Society of Automotive Engineers
Johansson A, Nekouei E, Johansson KH, Mårtensson J (2021) Strategic hub-based platoon coordination under uncertain travel times. IEEE Transactions on Intelligent Transportation Systems, p 1–11. https://doi.org/10.1109/TITS.2021.3077467
Kunze R, Haberstroh M, Ramakers R, Henning K, Jeschke S (2011) Automated truck platoons on motorways-a contribution to the safety on roads. In: Jeschke S, Isenhardt I, Henning K (eds) Automation, communication and cybernetics in science and engineering 2009/2010. Springer, Heidelberg, pp 415–426. https://doi.org/10.1007/978-3-642-16208-4_38
Lammert MP, Duran A, Diez J, Burton K, Nicholson A (2014) Effect of platooning on fuel consumption of class 8 Vehicles over a range of speeds, following distances, and mass. SAE Int J Commer Veh 7:626–639. https://doi.org/10.4271/2014-01-2438
Larson J, Liang KY, Johansson KH (2015) A distributed framework for coordinated heavy-duty vehicle platooning. IEEE Tran Intell Transp Syst 16(1):419–429. https://doi.org/10.1109/TITS.2014.2320133
Li SE, Zheng Y, Li K, Wang LY, Zhang H (2017) Platoon control of connected vehicles from a networked control perspective: literature review, component modeling, and controller synthesis. IEEE Trans Veh Technol 99:1. https://doi.org/10.1109/TVT.2017.2723881
Liang KY, van de Hoef S, Terelius H, Turri V, Besselink B, Mårtensson J, Johansson KH (2016) Networked control challenges in collaborative road freight transport. Eur J Control, 30(Supplement C):2–14. https://doi.org/10.1016/j.ejcon.2016.04.008. 15th European Control Conference, ECC16
Liang KY, Mårtensson J, Johansson KH (2016) Heavy-duty vehicle platoon formation for fuel efficiency. IEEE Trans Intell Transp Syst 17(4):1051–1061. https://doi.org/10.1109/TITS.2015.2492243
Mendes AS (2020) Estratégia ótima de coordenação de caminhões para formação de comboios em rodovias (In English: Optimal coordination strategy to form truck platoons on highways). Ph.D. thesis, Escola Politécnica da Universidade de São Paulo
Mendes AS, Ackermann M, Leonardi F, Fleury AT (2017) Heavy-duty truck platooning: a review. In: International Congress of Mechanical Engineering (COBEM), 24. ABCM, Curitiba, PR, Brazil
Mendes AS, Leonardi F, Fleury AT (2019) Optimal formation and dissolution of two-truck platoons on a highway and stretch. In: International Symposium on Dynamic Problems of Mechanics (DINAME), 18. ABCM, Buzios, RJ, Brazil
Rajamani R (2012) Veh Dyn Control. Springer, Heidelberg
Saeednia M, Menendez M (2016) A decision support system for real-time platooning of trucks. In: 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), p 1792–1797. https://doi.org/10.1109/ITSC.2016.7795801
Saeednia M, Menendez M (2017) A consensus-based algorithm for truck platooning. IEEE Trans Intell Transp Syst 18(2):404–415. https://doi.org/10.1109/TITS.2016.2579260
Scholl J, Boysen N, Scholl A (2022) E-platooning: optimizing platoon formation for long-haul transportation with electric commercial vehicles. Eur J Oper Res. https://doi.org/10.1016/j.ejor.2022.04.013
Shladover SE (2007) Path at 20 - history and major milestones. IEEE Trans Intell Transp Syst 8(4):584–592. https://doi.org/10.1109/TITS.2007.903052
Sturm T, Krupitzer C, Segata M, Becker C (2020) A taxonomy of optimization factors for platooning. IEEE Trans Intell Transp Syst p 1–18. https://doi.org/10.1109/tits.2020.2994537
Tsugawa S (2014) Results and issues of an automated truck platoon within the energy its project. In: 2014 IEEE Intell Veh Symp Proc, p 642–647. https://doi.org/10.1109/IVS.2014.6856400
Tsugawa S, Jeschke S, Shladover SE (2016) A review of truck platooning projects for energy savings. IEEE Trans Intell Veh 1(1):68–77. https://doi.org/10.1109/TIV.2016.2577499
Turri V, Besselink B, Johansson KH (2017) Cooperative look-ahead control for fuel-efficient and safe heavy-duty vehicle platooning. IEEE Trans Control Syst Technol 25(1):12–28. https://doi.org/10.1109/tcst.2016.2542044
U.S. Environmental Protection Agency (2016) Inventory of U.S. Greenhouse and Gas Emissions and Sinks: 1990–2014. Tech Rep
Vegendla P, Sofu T, Saha R, Kumar MM, Hwang LK (2015). Investigation of aerodynamic influence on truck platooning. https://doi.org/10.4271/2015-01-2895
Wang J, Rakha HA (2017) Fuel consumption model for heavy duty diesel trucks: model development and testing. Transport Res Part D Transport and Environ 55:127–141. https://doi.org/10.1016/j.trd.2017.06.011
Willemsen D, Schmeitz A, Fusco M, van Ark EJ, van Kempen E, Soderman M, Atanassow B, Sjoberg K, Nordin H, Dhurjati P (2018) Requirements review from eu projects. Tech Rep
Xiong X, Sha J, Jin L (2021) Optimizing coordinated vehicle platooning: an analytical approach based on stochastic dynamic programming. Transp Res Part B Methodol 150:482–502. https://doi.org/10.1016/j.trb.2021.06.009
Xue Y, Ding C, Yu B, Wang W (2022) A platoon-based hierarchical merging control for on-ramp vehicles under connected environment. IEEE Trans Intell Transp Syst p 1–12 https://doi.org/10.1109/TITS.2022.3175967
Yan X, Xu M (2022) Truck routing problem considering platooning and drivers’ breaks. Int J Trans Veh Eng 16(6):38–42. https://publications.waset.org/vol/186
Zhang W, Jenelius E, Ma X (2017) Freight transport platoon coordination and departure time scheduling under travel time uncertainty. Transp Res Part E Logist Transp Rev 98(Supplement C):1–23. https://doi.org/10.1016/j.tre.2016.11.008
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This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.
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de Souza Mendes, A., Leonardi, F. & de Toledo Fleury, A. Optimal coordination strategy to form and dissolve truck platoons on a highway stretch. J Braz. Soc. Mech. Sci. Eng. 44, 449 (2022). https://doi.org/10.1007/s40430-022-03751-0
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DOI: https://doi.org/10.1007/s40430-022-03751-0