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Updated: May 10, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
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Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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基于机器学习的自适应式升降机冷却机组故障诊断模型

Yang Guo1,2, Zengrui Tian1,2, Hong Wang1,2

  • 1College of Building Environment Engineering, Zhengzhou University of Light Industry, Zhengzhou, China.

PloS one
|April 24, 2025
PubMed
概括

对于传统方法来说,早期检测冷却器故障是具有挑战性的. 这项研究引入了一种新的混合改进的北方高斯霍克优化算法-最小平方支持向量机 (HINGO-LSSVM) 与IAdaBoost,以提高冷却器故障诊断的准确性和稳定性.

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相关概念视频

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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