【摘要】 在混合系统中,需要同时估计系统的混合状态和系统参数.针对存在这类故障的混合系统的混合状态和参数估计问题提出一种解决方案,对混合系统使用混合自动机建模,并使用粒子滤波算法对其混合状态进行估计,对可能发生变化(故障)的参数使用进化粒子滤波算法进行估计,从而实现了混合系统的故障诊断.将这二者结合起来构成混合系统故障诊断的应用框架,实现了混合系统的混合状态和系统参数的在线估计.仿真结果表明所提出的应用框架和方法是可行的.更多还原

【Abstract】 It is necessary to estimate hybrid states and parameter simultaneously for the fault diagnosis of the hybrid system. A solution to cope with hybrid state and (parameter) estimations of hybrid system with time-varying (parameters) is proposed. Based on modeling the hybrid system with hybrid automaton, an approach is presented to estimate hybrid states with particle filter. The evolutionary particle filter is used to estimate the time-varying (parameter.) An application frame for the fault diagnosis of the hybrid system is constructed, in which two type (estimators) are (combined) to complete the hybrid states and parameter estimations on-line. Simulation results (demonstrate) the feasibility of the proposed approach.更多还原