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On the Eco-driving Trajectory for Tramway System

机译:论电车轨道系统的生态驾驶轨迹

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In this work, the problem of reduction of energy consumption based on calculated speed, called eco-driving trajectory for tramway system is investigated, where some constraints on the states, control input and travel time are considered. Thanks to the operating speed range of the tramway, the non-linear model of the system can be approximated by linear one and is given in a state space distance based formulation. The problem studied in this work is to determine the speed profile that minimizes the cost function defined as the energy consumption. Firstly, the constrained optimization problem is formulated as Kuhn-Tucker conditions, which is the general form of the Pontryagin maximum principle, that yield to a local minimum. Then, the control strategy that ensure the efficient consumption for the tramway system is deduced based on the optimal control approach. This leads to the well known driving trajectory for the railway system, which is divided into four phases: acceleration, speed holding, coasting, and braking. On the other hand, the energy consumption analysis allows us to write the cost function as a sum of the kinetic energy to move the train and the resistance forces, by taking into account the gradient and limitations. Based on this analysis, the necessary condition for a is obtained. That ensure method is used to find energy-efficient driving trains. In this paper, we show how to calculate the critical switching points for an optimal strategy non-linear programming algorithm is used to solve the optimal control problem.
机译:在这项工作中,研究了基于计算出的速度来降低能耗的问题,称为有轨电车系统的生态驾驶轨迹,其中考虑了对状态,控制输入和行驶时间的一些约束。由于电车轨道的工作速度范围,系统的非线性模型可以用线性模型近似,并以基于状态空间距离的公式给出。在这项工作中研究的问题是确定速度曲线,以最小化定义为能耗的成本函数。首先,将约束优化问题公式化为库恩-塔克条件,这是庞特里亚金极大值原理的一般形式,其屈服到局部极小值。然后,基于最优控制方法,推导了确保电车系统有效消耗的控制策略。这导致了铁路系统的众所周知的行驶轨迹,该轨迹分为四个阶段:加速,速度保持,滑行和制动。另一方面,能耗分析允许我们通过考虑坡度和限制将成本函数写为使列车运动的动能和阻力的总和。基于该分析,获得a的必要条件。该确保方法用于找到节能的传动系统。在本文中,我们展示了如何计算最优策略的关键切换点,非线性规划算法用于解决最优控制问题。

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