五相永磁同步电机缺两相容错型直接转矩控制

为了增强五相永磁同步电机(PMSM)驱动系统的可靠性,以永磁体磁通中含有3次谐波分量的五相凸极式PMSM为研究对象,在无故障数学模型的基础上,针对五相绕组缺两相故障情况,提出了相应的缺两相容错型直接转矩控制(PTC)策略。该策略通过构建五相电机缺两相后的α1β1空间电压矢量分布图,基于当前周期的基波磁链信息和基波转矩信息,挑选出下一周期逆变器输出的最优电压矢量。为了实现平滑转矩,基波转矩采用总转矩给定值前馈补偿的方式以抵消电机缺相后3次谐波磁链耦合至α1β1空间而产生的转矩脉动。最后通过试验验证了所提控制方案能够在互相电机缺两相故障情况下平稳运行,且能实现正常运行到容错运行的快速切换。     

基于深度神经网络的航天器姿态控制系统故障诊断与容错控制研究

针对传统航天姿控系统故障诊断与容错控制诊断精度及控制分配效率较低的问题,提出了一种基于深度神经网络的航天器姿态控制系统故障诊断与容错控制方法。以控制力矩陀螺为执行机构的航天器发生执行机构故障工况时,所提出的方法可保证鲁棒的姿态控制。首先,利用三个异构深度神经网络实现传统容错控制器的故障诊断、姿态控制和力矩分配等功能,建立了全神经网络的智能自适应容错控制器架构。然后,对三个神经网络的网络层数、神经元数目和激活函数等参数进行优化调整,对比分析了神经网络参数对控制器性能的影响。最后,对所提出的新型控制器在控制力矩陀螺发生故障时的控制精度和鲁棒性进行了仿真验证。仿真结果表明,对于具有冗余控制力矩陀螺的航天器,提出的方法不仅能在单一陀螺故障下实现高精度的容错控制,也能在发生多陀螺故障时保证一定的姿态稳定控制。     

FAULT-TOLERANT INTEGRATED NAVIGATION SYSTEM BASED ON NEURONS

讨论了容错组合导航系统中的信息融合问题,提出了一种用于多传感器组合导航系统信息融合的神经元方法。通过仿真实验,验证了这种方法的可行性,该方法可以替代传统的需要估计协方差的数据融合算法,可以满足导航精度要求。     

推力器故障的刚体航天器自适应变结构容错控制

 针对刚体航天器存在未知惯量参数、推力器故障以及控制受限的姿态控制问题,提出了一类自适应变结构容错控制方法,显式地引入推力器输出的饱和幅值,以确保控制输出在其要求界的范围内;同时,引入控制参数在线自适应调整技术,提高了控制律对参数、干扰以及故障变化的自适应能力;对设计者而言,推力器故障信息不需要进行在线检测和分离。此外,进一步考虑存在推力偏差对系统性能的影响,设计控制器参数使得闭环系统对这类推力偏差具有L₂增益稳定性。最后,将设计的控制器应用于航天器的姿态机动控制,仿真结果表明该控制器能有效地抑制外部干扰、参数不确定性和推力器各种故障的约束,在完成姿态机动的同时,保证其控制输出满足饱和受限界的要求。     

A two-stage approach for managing actuators redundancy and its application to fault tolerant flight control

In safety-critical systems such as transportation aircraft, redundancy of actuators is introduced to improve fault tolerance. How to make the best use of remaining actuators to allow the system to continue achieving a desired operation in the presence of some actuators failures is the main subject of this paper. Considering that many dynamical systems, including flight dynamics of a transportation aircraft, can be expressed as an input affine nonlinear system, a new state representation is adopted here where the output dynamics are related with virtual inputs associated with the intended operation. This representation, as well as the distribution matrix associated with the effectiveness of the remaining operational actuators, allows us to define different levels of fault tolerant governability with respect to actuators’ failures. Then, a two-stage control approach is developed, leading first to the inversion of the output dynamics to get nominal values for the virtual inputs and then to the solution of a linear quadratic(LQ) problem to compute the solicitation of each operational actuator. The proposed approach is applied to the control of a transportation aircraft which performs a stabilized roll maneuver while a partial failure appears. Two fault scenarios are considered and the resulting performance of the proposed approach is displayed and discussed.     

自修复飞控系统的可靠性估计

给出了故障检测与诊断算法（ＦＤＩ）的故障检测覆盖率、漏报率及操纵面故障下控制律重构的成功率的定义;提出了建立在ＦＤＩ和重构基础上的自修复飞控系统的故障监控覆盖率的估计方法。以某型机的四余度电传飞控系统为例,比较了传统飞控系统和自修复飞控系统在两种故障下的可靠性。结果表明,在执行机构进行了部分简化,考虑了故障覆盖率之后,自修复飞控系统比传统飞控系统具有更高的可靠性。若故障覆盖率可达到９７．５％,利用     

Research on a six-phase permanent magnet synchronous motor system at dual-redundant and fault tolerant modes in aviation application

With the development of more/all electrical aircraft technology,an electro-mechanical actuator (EMA) is more and more used in an aircraft actuation system.The motor system,as the crucial part of an EMA,usually adopts the redundancy technology or fault tolerance technology to improve the reliability.To compare the performances of these two motor systems,a 10-pole/ 12-slot six-phase permanent magnet synchronous motor (PMSM) is designed with the concentrated single-layer winding,which is able to operate at dual-redundant and fault tolerant modes.Furthermore,the position servo performances of the six-phase PMSM at dual-redundant and fault tolerant modes are analyzed,including the normal and fault conditions.In addition,a variable structure proportional-integral-derivative (PID) control strategy is proposed to solve the performance degradation problem caused by phase current saturation.Simulation and experimental results show that the fault tolerant PMSM has a better position servo performance than the dual-redundant PMSM,and the variable structure PID control strategy is able to improve the performance due to phase current saturation.     

Real-time sensor fault detection and isolation for LEO satellite attitude estimation through magnetometer data

Attitude estimation is a critical component of the Attitude Determination and Control System (ADCS) of any satellite. It is used to convert the sensor observation data to an estimated attitude using filtering algorithms. However, in the presence of sensor faults, the ADCS fails to achieve the desired attitude accuracy. In this paper, the Fault Tolerant Extended Kalman Filter (FTEKF) is proposed to handle this imperfection. In accordance, various filtering steps are included in the FTEKF design to enhance both attitude estimation and sensor fault detection. The developed algorithm can detect and isolate any unexpected sensor faults in real time, which provides a reliable attitude estimation. A comparative study with the classical and robust Kalman filters is performed through numerical simulations in order to validate the effectiveness of the adopted filter in case of magnetometer fault data.     

A fault tolerant model for multi-sensor measurement

Multi-sensor systems are very powerful in the complex environments.The cointegration theory and the vector error correction model,the statistic methods which widely applied in economic analysis,are utilized to create a fitting model for homogeneous sensors measurements.An algorithm is applied to implement the model for error correction,in which the signal of any sensor can be estimated from those of others.The model divides a signal series into two parts,the training part and the estimated part.By comparing the estimated part with the actual one,the proposed method can identify a sensor with possible faults and repair its signal.With a small amount of training data,the right parameters for the model in real time could be found by the algorithm.When applied in data analysis for aero engine testing,the model works well.Therefore,it is not only an effective method to detect any sensor failure or abnormality,but also a useful approach to correct possible errors.     

执行器故障的挠性航天器姿态滑模容错控制

针对挠性航天器执行器卡死与失效故障的姿态稳定控制问题,提出一种改进型滑模容错控制策略.与传统的滑模控制相比,该方法能削弱传统滑模控制中抖振现象对姿态控制精度的影响,且它采用自适应技术在线估计系统中的不确定参数,从而保证控制性能对外部干扰、不确定甚至时变转动惯量具有良好的鲁棒性.该控制器并不需要任何在线或离线的故障信息,...