Aircraft Icing Detection, Identification, and Reconfigurable Control Based on Kalman Filtering and Neural Networks

Fikret Caliskan; Rahmi Aykan; Chingiz Hajiyev

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Aircraft Icing Detection, Identification, and Reconfigurable Control Based on Kalman Filtering and Neural Networks

机译：基于卡尔曼滤波和神经网络的飞机结冰检测，识别和可重构控制

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Flight in all weather conditions has necessitated correctly detecting icing and taking reasonable measures against it. This work aims at the detection and identification of airframe icing based on statistical properties of aircraft dynamics and reconfigur

机译：在所有天气条件下飞行都必须正确检测结冰并采取合理的措施加以解决。这项工作旨在根据飞机动力学的统计特性对飞机的结冰进行检测和识别，并进行重新配置

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来源
《Journal of aerospace engineering》 |2008年第2期|51-60|共10页
作者
Fikret Caliskan; Rahmi Aykan; Chingiz Hajiyev;
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正文语种 eng
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aircraft; ice; neural networks; kalman filters;

机译：飞机;冰;神经网络;卡尔曼滤波器;

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专利

1. Kalman filter and neural network-based icing identification applied to A340 aircraft dynamics [J] . Rahmi Aykan, Chingiz Hajiyev, Fikret Caliskan Aircraft engineering and aerospace technology . 2005,第1期

机译：卡尔曼滤波器和基于神经网络的结冰识别应用于A340飞机动力学
2. A review of in-flight detection and identification of aircraft icing and reconfigurable control [J] . Fikret Caliskan, Chingiz Hajiyev Progress in Aerospace Sciences . 2013,第jula期

机译：机上结冰和可重构控制的飞行中检测与识别综述
3. An application of Deep Neural Networks to the in-flight parameter identification for detection and characterization of aircraft icing [J] . Dong Yiqun Aerospace science and technology . 2018,第juna期

机译：深度神经网络在用于飞机结冰检测和特征化的飞行参数识别中的应用
4. Aircraft Icing Detection, Identification and Reconfigurable Control Based on Kalman Filtering and Neural Networks [C] . R. Aykan, C. Hadjiyev, F. Caliskan AIAA Atmospheric Flight Mechanics Conference and Exhibit . 2005

机译：基于卡尔曼滤波和神经网络的飞机结冰检测，识别和可重构控制
5. Fuzzy neural network PI/PD-like controller using extended Kalman filter for motion controls industry. [D] . Young, Paul Gregory. 2010

机译：使用扩展卡尔曼滤波器的模糊神经网络类PI / PD控制器，用于运动控制行业。
6. Robust Kalman Filtering Cooperated Elman Neural Network Learning for Vision-Sensing-Based Robotic Manipulation with Global Stability [O] . Xungao Zhong, Xunyu Zhong, Xiafu Peng 2013

机译：鲁棒的Kalman滤波协作式Elman神经网络学习技术用于基于视觉传感且具有全局稳定性的机器人操纵
7. Adaptive Neural Networks-Based Dynamic Inversion Applied to Reconfigurable Flight Control and Envelope Protection Under Icing Conditions [O] . Yang Wei, Haojun Xu, Yuan Xue 2020

机译：基于自适应神经网络的动态反演应用于结冰条件下可重新配置的飞行控制和包络保护

Aircraft Icing Detection, Identification, and Reconfigurable Control Based on Kalman Filtering and Neural Networks

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