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Modeling and optimal control of a wheel loader in the lift-transport section of the short loading cycle

机译:短装载周期举升运输区中轮式装载机的建模和最佳控制

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摘要

Abstract Optimal control of a wheel loader operating in the short loading cycle is studied in order to investigate the potentials for fuel consumption reduction while maintaining acceptable production rates. The wheel loader is modeled as a system with five states and three control inputs including torque converter nonlinearities. The torque converter is modeled with no lockup enabling power transmission in both directions. The geometry of the wheel loader boom and the demanded force in the lift cylinders during lifting are used to ensure that the in-cylinder pressure remains below component’s limits. The lift-transport section of the short loading cycle is divided into four phases due to discontinuities in the gearbox ratios and fuel consumption is calculated in each phase. Time optimal and fuel optimal transients of the system and the power consumption in each and every component is presented showing the dominance of the torque converter losses compared to the other components especially in the time optimal solutions. It is shown that introducing path constraints on the maximum lifting speed of the bucket due to limitations in hydraulic pumping speed moves the diesel engine operation towards higher speeds in order to maintain the lifting speed. Trade-off between fuel optimal and time optimal transients is calculated which is found to be in agreement with the results of experimental studies.
机译:摘要为了研究在保持可接受的生产率的同时降低燃油消耗的潜力,研究了在短负荷循环中运行的轮式装载机的最优控制。轮式装载机被建模为具有五个状态和三个控制输入(包括变矩器非线性)的系统。变矩器的建模没有锁止功能,可以双向传递动力。轮式装载机吊臂的几何形状以及提升过程中提升油缸中的需求力用于确保缸内压力保持在组件极限以下。由于变速箱速比的不连续性,短负荷周期的提升-运输部分被分为四个阶段,并且在每个阶段中都计算了燃油消耗。给出了系统的时间最优和燃料最优瞬态,以及每个组件的功耗,显示了与其他组件相比,变矩器损耗的优势,尤其是在时间最优解决方案中。结果表明,由于液压泵抽速的限制而在铲斗的最大提升速度上引入路径限制,从而使柴油机运行朝着更高的速度移动,以保持提升速度。计算出燃料最佳和时间最佳瞬变之间的权衡,这与实验研究的结果相符。

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