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Updated: Jan 10, 2026

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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Published on: October 28, 2022

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通过使用基于ANN的自适应开关频率优化,延长系列直流电机驱动器中功率元件的寿命

Erkan Eren1, Hakan Kaya1, Salih Baris Ozturk2

  • 1Department of Electrical and Electronics Engineering, Zonguldak Bulent Ecevit University, Zonguldak 67100, Türkiye.

Sensors (Basel, Switzerland)
|November 27, 2025
PubMed
概括

本研究介绍了用于电动采矿机车的人工智能 (AI) 控制,优化开关频率以减少组件磨损和延长设备寿命. 与传统方法相比,这种AI方法显著提高了系统的耐用性和效率.

关键词:
适应性控制算法适应性控制算法人工神经网络 (ANN) 是一个人工神经网络.电池驱动的机车,是电池驱动的机车.嵌入式系统 嵌入式系统隔热门双极晶体管 (IGBT) 隔热门双极晶体管机器学习是机器学习.采矿 采矿 采矿 采矿 采矿 采矿实时决策 实时决策基于传感器的信号处理.系列直流电机直流电机变量开关频率的变量开关频率

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