事件触发方案的数据驱动共设计和切换控制对于具有未知干扰的离散时间切换亲系系统
Jiaming Lu1, Dan Ma1, Mengqian Liang1
1The State Key Laboratory of Synthetical Automation for Process Industries, College of Information Science and Engineering, Northeastern University, Shenyang 110819, China.
本研究引入了一个统一的框架,用于为离散时间交换的亲系系统设计事件触发控制系统. 它提供了一个可调节的融合区域,在未知的干扰下提高了资源效率和系统性能.
科学领域:
- 控制系统工程 控制系统工程
- 离散时间系统是离散时间系统.
- 非线性控制是指非线性控制.
背景情况:
- 交换式亲缘系统在各种工程应用中普遍存在.
- 在未知的干扰下为这些系统设计控制器是具有挑战性的.
- 事件触发控制旨在减少计算负载和通信开销.
研究的目的:
- 制定一个统一的框架,共同设计事件触发控制,反控制法和切换规则.
- 针对离散时间交换亲系系统的基于模型和数据的视角.
- 确保一个可调整的融合区域,并确保实际的指数稳定.
主要方法:
- 基于模型和数据驱动的场景的线性矩阵不等式 (LMIs) 的制定.
- 为数据驱动方法开发一种新的切换规则,消除了对明确系统模型的需求.
- 通过单一的LMI,联合合成事件触发机制,切换规则和控制规则.
主要成果:
- 在基于模型的案例中,为实际指数稳定建立了足够的条件.
- 收区域是可调节的,允许对干扰效应进行主动补偿.
- 数据驱动的方法简化了实施并提高了计算效率.
- 在DC-DC增压转换器上的模拟验证了拟议方法的有效性.
结论:
- 拟议的统一框架有效地共同设计了离散时间交换亲系系统的控制策略.
- 该方法提高了资源效率,并保持了系统性能,即使在未知的干扰.
- 数据驱动的方法提供了一个计算效率高且无模型的替代方案.
更多相关视频
11:44Real-Time DC-dynamic Biasing Method for Switching Time Improvement in Severely Underdamped Fringing-field Electrostatic MEMS Actuators
Published on: August 15, 2014
09:04A Modeling and Simulation Method for Preliminary Design of an Electro-Variable Displacement Pump
Published on: June 1, 2022
相关概念视频
Feedback control systems
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
PD Controller: Design
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
SFG Algebra
Each node in an SFG corresponds to a variable, and the interactions between nodes are represented by branches with associated gains. When multiple branches lead into a node, the value at that node is the sum of the...
Time-Domain Interpretation of PD Control
Consider the example of control of motor torque. Initially, a positive...
BIBO stability of continuous and discrete -time systems
To determine the BIBO stability, the convolution integral is utilized when a bounded continuous-time input is applied to a Linear Time-Invariant (LTI) system....
State Space Representation
Consider an RLC circuit, a...
