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Trajectory sensitivity analysis of hybrid systems

机译:混合动力系统的轨迹灵敏度分析

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摘要

The development of trajectory sensitivity analysis for hybrid systems, such as power systems, is presented in the paper. A hybrid system model which has a differential-algebraic-discrete (DAD) structure is proposed. This model forms the basis for the subsequent sensitivity analysis. Crucial to the analysis is the development of jump conditions describing the behavior of sensitivities at discrete events, such as switching and state resetting. The efficient computation of sensitivities is discussed. A number of examples are presented to illustrate various aspects of the theory. It is shown that trajectory sensitivities provide insights into system behavior which cannot be obtained from traditional simulation.
机译:本文介绍了混合动力系统(例如电力系统)的轨迹敏感性分析的发展。提出了一种具有微分代数离散(DAD)结构的混合系统模型。该模型构成了后续敏感性分析的基础。对分析至关重要的是,跳跃条件的发展描述了离散事件(例如切换和状态重置)下敏感度的行为。讨论了灵敏度的有效计算。给出了许多例子来说明该理论的各个方面。结果表明,轨迹敏感度提供了无法从传统仿真中获得的系统行为的见解。

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