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New Controller Design Approaches for Complex, Nonlinear Dynamic Systems

New Controller Design Approaches for Complex, Nonlinear Dynamic Systems
适用于复杂非线性动态系统的新控制器设计方法
批准号:
1826086
负责人:
Chunjiang Qian
金额:
$21.9万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2022-08-31

项目摘要

项目成果

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中文摘要
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英文摘要
This project will create new theories and approaches for ensuring stable behavior and desired performance of complex dynamic systems. Some examples of such systems include network of power plants, interconnected electric vehicles, or biological systems such as normal cell physiology and the alterations that lead to human disease. This project will develop new theories and methods that can help design control systems for such systems based on better understanding of the intrinsic relationships between inherent characteristics of the system and their dynamic behaviors. The theories, tools and approaches can be readily used to solve a wide range of real-world engineering problems, including predicting evolution of damage in bones, developing more energy efficient control algorithms for power generation systems to reduce hazardous emissions, or designing better coordination control for a network of electric vehicles. The traditional approaches to design of control systems for complex nonlinear systems involve simplified model (linearization) of the system which inherently limits the performance of these systems. If successful, the outcome of the work will be a big leap towards finding better control methods for nonlinear systems. The project also has significant broader impacts. Through a structured research activity this project will enhance minority students' education at the University of Texas at San Antonio, a Hispanic serving institution. The project will also promote international collaboration among U.S. students, faculty, and their peers in the global community. This project aims to develop sustained and systematic research to explore new theories and approaches for behavior analysis and controller design of inherently nonlinear dynamic systems. The new framework of multivariant homogeneity will be developed based on recent new concepts in defining homogeneity. The new generalized framework will be instrumental to characterize a boarder range of nonlinear dynamic systems. By establishing the homogeneous center manifold theory, the intrinsic link between the convergence rate of the system trajectory and the monotone homogeneity of the system will be discovered. The innovative design tools will lead to solutions to many open control problems for inherently nonlinear systems. The definitions, theories, and approaches in this project will add much-needed components to complete the theory of homogeneous systems, accelerate the research of control theory and dynamic systems, and facilitate new solutions to real-world engineering problems.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(18)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1049/cth2.12453
发表时间: 2023-03
期刊: IET Control Theory & Applications
影响因子: --
作者: [K. Cao;C. Qian;Shihua Li;Juping Gu]
通讯作者: K. Cao;C. Qian;Shihua Li;Juping Gu
DOI: 10.1109/iecon49645.2022.9968306
发表时间: 2022-10
期刊: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society
影响因子: --
作者: [Shuaipeng He;Shiqi Nan;C. Qian]
通讯作者: Shuaipeng He;Shiqi Nan;C. Qian
DOI: 10.1002/rnc.6542
发表时间: 2022-12
期刊: International Journal of Robust and Nonlinear Control
影响因子: 3.9
作者: [K. Cao;C. Qian;Juping Gu]
通讯作者: K. Cao;C. Qian;Juping Gu
DOI: 10.1016/j.automatica.2021.110016
发表时间: 2021-11
期刊: Autom.
影响因子: --
作者: [Shanmao Gu;C. Qian;Ni Zhang]
通讯作者: Shanmao Gu;C. Qian;Ni Zhang
14
    Collaborative Research: Algebraic Framework of Compositional Functions for New Structure, Training, and Explainability of Deep Learning
    • 批准号:
      2134237
    • 项目类别:
      Standard Grant
    • 资助金额:
      $62.3万
    • 财政年份:
      2022
    • 负责人:
      Chunjiang Qian
    • 依托单位:
    SGER: The Use of Autonomous Airships as a Mobile Cell Phone Network for Temporary Communication Restoration in Large-Scale Disasters
    • 批准号:
      0554117
    • 项目类别:
      Standard Grant
    • 资助金额:
      $0.0万
    • 财政年份:
      2006
    • 负责人:
      Chunjiang Qian
    • 依托单位:
    CAREER: Utilizing Nonlinearity - Leverage to Global Synthesis of Inherently Nonlinear Systems
    • 批准号:
      0239105
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $40.0万
    • 财政年份:
      2003
    • 负责人:
      Chunjiang Qian
    • 依托单位:
    海外基金