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Participation factor analysis method and device for linear periodic time-varying system

A technology of time-varying system and factor analysis, which is applied in complex mathematical operations, design optimization/simulation, special data processing applications, etc., can solve problems such as curse of dimensionality, limit practical applications, etc., to avoid sharp increase, avoid truncation problems, Good reliability

Pending Publication Date: 2022-01-28
HUAZHONG UNIV OF SCI & TECH +2
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Problems solved by technology

Although the harmonic state space modeling realizes the time-invariant processing of the time-varying system, and thus can be analyzed by the participation factor analysis method of the complete linear time-invariant system, the theoretical harmonic state-space equation is an infinite-order state space Equations need to be truncated during analysis, but a reasonable truncation method still faces great challenges
In addition, for multi-machine large systems, harmonic state space modeling will lead to the problem of dimensionality disaster, which further limits the practical application of this method
[0028] It can be seen that the above-mentioned existing participation factor analysis methods for linear periodic time-varying systems have defects, and need to be further improved

Method used

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  • Participation factor analysis method and device for linear periodic time-varying system
  • Participation factor analysis method and device for linear periodic time-varying system
  • Participation factor analysis method and device for linear periodic time-varying system

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Embodiment Construction

[0051] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute conflicts with each other.

[0052] The invention provides a method for analyzing the participation factors of a linear periodical time-varying system, such as figure 1 shown, including the following steps:

[0053] Step 1: For an n-dimensional linear periodic time-varying system, sequentially select the j-th column vector of the n-dimensional unit matrix as the initial value of the n state variables of the linear periodic ...

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Abstract

The invention discloses a participation factor analysis method and device for a linear periodic time-varying system, and belongs to the field of dynamic analysis of the linear periodic time-varying system. The participation factor analysis method comprises the steps: for an n-dimensional linear periodic time-varying system, sequentially selecting row vectors or column vectors of an n-dimensional unit matrix as initial values of n state variables of the linear periodic time-varying system; sequentially calculating values of the linear periodic time-varying system at the T moment in different initial states by using a numerical integration method to obtain state responses x (T) of the n state variables at the T moment; taking the obtained n state responses as columns of an n * n matrix in sequence, and obtaining a numerical solution of the matrix phi (T, 0); calculating a matrix M formed by the feature roots of the matrix phi (T, 0), the right feature vectors and a matrix N formed by the left feature vectors, and defining a participation factor matrix by using the matrix M and the matrix N, so as to evaluate the relative influence of each state of the system on each feature root and further provide a theoretical basis for accurately positioning key links causing system instability when the system is unstable.

Description

technical field [0001] The invention belongs to the field of dynamic analysis of linear periodic time-varying systems, and more specifically relates to a method and device for analyzing participation factors of linear periodic time-varying systems. Background technique [0002] For practical systems, stable operation is the basic starting point for system analysis and control. Most of the actual systems are nonlinear systems, and it is difficult to directly analyze and control the nonlinear systems. Therefore, the existing research mainly studies the system stability within the neighborhood of the steady-state operating point of the system. In addition, the original characteristics of the actual system have time-varying characteristics. On the one hand, under certain assumptions, the time-varying system can be treated as time-invariant to obtain a linear time-invariant system; on the other hand, the original time-varying characteristics of the system can be preserved to obt...

Claims

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Application Information

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IPC IPC(8): G06F30/20G06F17/11G06F17/16G06F111/10
CPCG06F30/20G06F17/11G06F17/16G06F2111/10
Inventor 胡家兵朱建行郭泽仁马士聪张艳李英彪王铁柱郭剑波王桢徐斌毛荀
Owner HUAZHONG UNIV OF SCI & TECH
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