基于在线参数识别的预测性压力控制,用于具有热效应的火车电气制动系统
Bin Chen1, Rui Zhang2, Hao Huang1
1College of Automotive and Mechanical Engineering, Changsha University of Science and Technology, Changsha 410114, China.
ISA transactions
|July 11, 2024
概括
本研究介绍了火车电气制动系统的自适应控制方法,改善了压力控制和稳定性,尽管温度变化. 这种方法提高了性能,并减少了门开关,以实现更安全,更可靠的制动.
科学领域:
- * * 控制工程 控制工程
- * 铁路系统工程 铁路系统工程
- * 应用物理 * 应用物理
背景情况:
- *电气式制动系统在列车中至关重要,但受到热效应的影响.
- *热变化导致门切换,降低压力跟踪,并可能导致不稳定.
- * 现有的控制方法与温度诱导的不确定性作斗争.
研究的目的:
- *为电气式制动系统开发适应型预测控制 (MPC) 战略.
- * 为了应对温度不确定性引起的压力控制挑战.
- * 为了提高系统稳定性和门开关性能.
主要方法:
- * 导出一个非线性开关动态模型,包括热效应和温度不确定性.
- *采用开关的无气味卡尔曼波器 (SUKF) 实现准确的温度参数估计.
- * 根据更正的系统模型设计一个可适应的MPC.
主要成果:
- *使用SUKF精确估计温度参数,提高模型准确度.
- * 提高压力跟踪性能和降低门开关频率.
- * 在不同温度下保证电气制动系统的稳定性.
结论:
- * 拟议的自适应MPC与SUKF相结合有效地管理电气制动中的温度不确定性.
- * 该方法显著提高了系统性能,可靠性和稳定性.
- *通过对原型制动系统的模拟和实验进行验证.
相关概念视频
PID Controller
114
Proportional-Integral-Derivative (PID) controllers are widely used in various control systems to enhance stability and performance. In a thermostat, it adjusts heating or cooling based on the temperature difference between the actual and desired levels. They are often used in automotive speed systems, effectively managing sudden speed changes while maintaining a constant speed under varying conditions. On the other hand, PI controllers, commonly employed in voltage regulation, enhance stability...
114
PD Controller: Design
215
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
215
Time-Domain Interpretation of PD Control
92
Proportional-Derivative (PD) control is a widely used control method in various engineering systems to enhance stability and performance. In a system with only proportional control, common issues include high maximum overshoot and oscillation, observed in both the error signal and its rate of change. This behavior can be divided into three distinct phases: initial overshoot, subsequent undershoot, and gradual stabilization.
Consider the example of control of motor torque. Initially, a positive...
Consider the example of control of motor torque. Initially, a positive...
92
Control Systems: Applications
599
Electrical engineering plays a pivotal role in our daily lives, with control systems at the heart of many applications, from home appliances to sophisticated space shuttles. Control systems manage and regulate the behavior of devices and processes, ensuring they function safely, correctly, and efficiently.
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
599
Control System Problem
110
In an open-loop system, such as a basic thermostat, the poles of the transfer function influence the system's response but do not determine its stability. However, when feedback is introduced to form a closed-loop system, such as an advanced thermostat that adjusts heating based on room temperature, stability is governed by the new poles of the closed-loop transfer function.
When forming a closed-loop system, issues can arise if the poles cross into the unstable region, leading to potential...
When forming a closed-loop system, issues can arise if the poles cross into the unstable region, leading to potential...
110
PI Controller: Design
241
Proportional Integral (PI) controllers are a fundamental component in modern control systems, widely used to enhance performance and mitigate steady-state errors. They are particularly effective in applications such as automatic brightness adjustment on smartphones, where they excel at mitigating steady-state errors for step-function inputs. Unlike PD controllers, which require time-varying errors to function optimally, PI controllers leverage their integral component to address residual...
241


