论文标题

与分散MPC的无信号交叉路口中混合动力汽车的经济潜力

Economic Potential for Hybrid Electric Vehicles in Urban Signal-free Intersections with Decentralized MPC

论文作者

Tang, Kai, Wang, Weijie, Pan, Xiao, Chen, Boli, Evangelou, Simos A.

论文摘要

电动车辆和互联车辆以及自动驾驶技术的开发是通向智慧城市的关键,具有方便的城市流动性和高能经济性能。但是,全球电价的上涨激发了与混合电动动力总成对骑士的新兴趣,而不是考虑电池电动动力总成。本文为一组连接的和自动驾驶汽车(CAVS)提供了分散的协调策略,并在无信号交叉点上使用串联混合电动(SHEV)动力总成。该问题作为凸形形式配方,具有合适的松弛和动力总成模型的近似值,并通过分散的模型预测控制解决,该模型能够实时快速搜索和独特的解决方案。数值示例验证了有关物理和安全限制的提议方法的有效性。通过利用去年的汽油燃料和电池充电价格,可以根据两种基准解决方案,常规车辆(CVS)和电池电动汽车(BEV)产生的最佳结果评估所提出的方法的性能。比较结果表明,Shevs的旅行成本接近,即使在某些情况下也达到了与BEV相同的水平,这表明杂交的重要性,尤其是在当前电力价格上涨的情况下。

The development of electric and connected vehicles as well as automated driving technologies are key towards the smart city, with convenient urban mobility and high energy economy performance. However, the global rise in electricity price provokes renewed interest on CAVs with hybrid electric powertrains rather than considering battery electric powertrains. This paper provides a decentralized coordination strategy for a group of connected and autonomous vehicles (CAVs) with a series hybrid electric (sHEV) powertrain at signal-free intersections. The problem is formulated as a convex form with suitable relaxation and approximation of the powertrain model and solved by decentralized model predictive control, which is able to ensure a rapid search and unique solution in real time. Numerical examples validate the effectiveness of the proposed methods concerning physical and safety constraints. By utilizing the petrol fuel and battery charging prices over the last year, the performance of the proposed approach is evaluated against the optimal results produced by two benchmark solutions, conventional vehicles (CVs) and battery electric vehicles (BEVs). The comparison results show that the traveling cost of sHEVs approaches and even under some circumstances reaches the same level as for BEVs, which indicates the importance of hybridization, particularly under the current rising electricity price situation.

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