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首页> 外文会议>World Multiconference on Systemics, Cybernetics and Informatics and 5th International Conference on Information Systems Analysis and Synthesis Vol.5: Computer Science and Engineering, Jul 31-Aug 4, 1999, Orlando, Florida >Performance Analysis Tools for Fault Diagnostics Algorithms
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Performance Analysis Tools for Fault Diagnostics Algorithms

机译：故障诊断算法的性能分析工具

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摘要

In this paper, we present simulation-based performance analysis tools for fault diagnostics algorithms. Today, there are many fault diagnostics algorithms based on SPC, Bayesian and AI. The performance of these approaches varies under different situations. Usually, limited application and/or simulation examples are presented along with the proposed algorithm. However, this limited analysis may not fully show the strengths and weaknesses of the algorithms under different scenarios. Therefore, the proposed tools are intended to provide a more complete understanding of the performance characteristics of existing algorithms. These tools are intended to be applicable to "soft-decision" based algorithms.
机译：在本文中，我们介绍了用于故障诊断算法的基于仿真的性能分析工具。如今，有许多基于SPC，贝叶斯和AI的故障诊断算法。这些方法的性能在不同情况下会有所不同。通常，有限的应用和/或仿真示例与所提出的算法一起被提出。但是，这种有限的分析可能无法完全显示算法在不同情况下的优缺点。因此，提出的工具旨在提供对现有算法性能特征的更完整理解。这些工具旨在适用于基于“软决策”的算​​法。

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