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Nonlinear adaptive control and disturbance compensation for electric gas path actuators

机译:电气路径执行器的非线性自适应控制与扰动补偿

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Emissions of modern combustion engines are decisively dependent on the precision of mass flow control within the engine's gas path. The mass flows are regulated by gas path actuators. A variety of non-linear and time-varying effects have an impact on the dynamic behaviour of gas path actuators. Conventional linear control approaches, which are gain-scheduled by parameter maps, cannot systematically take into account these influences. This results in limited accuracy and performance of the single actuator control loop and, thus, of the super-ordinate gas mass flow controller. Additionally, due to strong dependency on operational conditions, high calibration and test efforts result during the development process. To over-come these problems, a methodology for modelling and identification of gas path actuators and the disturbing forces acting on them is presented in this paper. The resulting models are integrated into a nonlinear adaptive control and disturbance compensation scheme. For this purpose, the Exact Linearization (EL) is combined with joint state and a parameter estimation by an Extended KALMAN-Filter (EKF). This eliminates the main disadvantage of EL, the lack of robustness against model uncertainties. Systematic compensation of the disturbing influences and non-linear time-variant effects leads to widely linear time-invariant dynamics of the resulting control loop combined with low disturbance sensitivity. The concept is tested on a real-time rapid prototyping hardware and evaluated by an experimental comparison with a flatness-based two-degree-of-freedom control structure and the classical gain-scheduling PID series controller. Climatic chamber tests including worst-case scenarios as well as near-series driving experiments prove the performance and robustness of the suggested approach.
机译:现代燃烧发动机的排放果断地依赖于发动机气体路径内质量流量控制的精度。质量流量由气体路径执行器调节。各种非线性和时变效应对气体路径执行器的动态行为产生了影响。传统的线性控制方法由参数映射增益,无法系统地考虑这些影响。这导致单个致动器控制回路的精度和性能有限,因此,超纵坐标气体质量流量控制器的精度和性能。此外,由于对操作条件强的强度依赖,在开发过程中会导致高校准和测试工作。本文介绍了对这些问题过度解决这些问题,本文介绍了一种用于对气体路径致动器的建模和识别的方法以及作用于它们的令人不安的力。由此产生的模型集成到非线性自适应控制和干扰补偿方案中。为此目的,精确的线性化(EL)与联合状态组合和通过扩展卡尔曼滤波器(EKF)的参数估计。这消除了EL的主要缺点,缺乏对模型不确定性的鲁棒性。系统补偿干扰影响和非线性时变效应导致所得控制回路的广泛线性的时间不变动态与低扰动灵敏度合并。该概念在实时快速原型硬件上进行测试,并通过与基于平坦的二维自由度控制结构和经典增益调度PID系列控制器的实验比较进行评估。气候室测试包括最坏情况的情况以及近系列驾驶实验证明了建议方法的性能和稳健性。

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