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Linear parameter varying control for complex engineering systems.

机译:复杂工程系统的线性参数变化控制。

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摘要

Linear Parameter Varying (LPV) control is a powerful gain-scheduling technique for the analysis and control synthesis of nonlinear systems. Among the advantages of the LPV control versus the traditional gain-scheduling approach one can name guaranteed stability and performance over the entire operating regime, systematic design unlike the ad hoc procedure involved in gain-scheduling, computational efficiency and the need for lower computer storage requirements. In the present dissertation, the recent findings in LPV control theory are applied to the real-world applications including control of exhaust after-treatment systems in diesel engines, control of semi-active devices for vibration suppression and, finally, pitch control of wind energy conversion systems with actuator saturation constraints.;The first part of this dissertation addresses the LPV model development and feedforward/feedback control design for a selective catalytic reduction after-treatment system used for reducing NOx emissions from a lean-burn engine. The designed controller is gain-scheduled in real time based on the catalyst operating condition. The principal component analysis is further utilized to overcome the issue of the large number of scheduling parameters involved in the LPV model and to keep the computational complexity reasonable. The proposed design is validated on a commercial high fidelity engine and vehicle simulation and modeling tool.;The second part of the dissertation deals with two different methods of LPV anti-windup control design for a structure base-isolated by a semi-active magneto-rheological damper used to reduce the vibration effects of earthquakes. Single-step and two-step design methods are studied, and the design using the two-step method is experimentally validated on a two-story building model.;In the last part, an LPV anti-windup control design for pitching the blades of a wind turbine while it operates above the rated wind speed is proposed. Both magnitude and rate saturation constraints on the pitch actuators are accommodated using a new formulation in LPV framework. The actuator limitations can cause performance degradation or even instability for instance in case of extreme gusts. The proposed control design method is finally validated on a high fidelity aero-elastic wind turbine model.
机译:线性参数可变(LPV)控制是一种强大的增益调度技术,用于分析和控制非线性系统。 LPV控制相对于传统的增益调度方法的优点之一是可以在整个工作范围内保证稳定性和性能,系统设计不同于增益调度,计算效率和降低计算机存储需求的临时程序。本文将LPV控制理论的最新发现应用于实际应用中,包括控制柴油机排气后处理系统,控制半主动装置以抑制振动以及最后控制风能的俯仰角。本论文的第一部分介绍了用于选择性催化还原后处理系统的LPV模型开发和前馈/反馈控制设计,该系统用于减少稀燃发动机的NOx排放。根据催化剂的工作条件实时对所设计的控制器进行增益调度。进一步利用主成分分析来克服LPV模型中涉及的大量调度参数的问题,并使计算复杂度保持合理。所提出的设计在商用高保真发动机以及车辆仿真和建模工具上得到了验证。流变阻尼器,用于减少地震的振动影响。研究了单步法和两步法的设计方法,并在两层建筑模型上对采用两步法的设计进行了实验验证。最后一部分,用于变桨叶片叶片的LPV反缠绕控制设计提出了一种在额定风速以上运行的风力涡轮机。使用LPV框架中的新公式可同时满足螺距执行器的幅度和速率饱和约束。致动器的限制可能导致性能下降,甚至在极端阵风的情况下甚至会导致不稳定。所提出的控制设计方法最终在高保真气弹风力涡轮机模型上得到了验证。

著录项

  • 作者

    Meisami-Azad, Mona.;

  • 作者单位

    University of Houston.;

  • 授予单位 University of Houston.;
  • 学科 Engineering Mechanical.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 132 p.
  • 总页数 132
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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