Estimation-Based and Dropout-Dependent Control Design for Aeroengine Distributed Control System with Packet Dropout | Zendy

Yun Xu | Zendy; Muxuan Pan | Zendy; Jinquan Huang | Zendy; Wenxiang Zhou | Zendy; Xiaojie Qiu | Zendy; YeHwa Chen | Zendy

AI Assistant Blog Pricing

Home ZAIA Blog

Open Access

Estimation-Based and Dropout-Dependent Control Design for Aeroengine Distributed Control System with Packet Dropout

Author(s) -

Yun Xu,

Muxuan Pan,

Jinquan Huang,

Wenxiang Zhou,

Xiaojie Qiu,

YeHwa Chen

Publication year - 2022

Publication title -

international journal of aerospace engineering

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.361

H-Index - 22

eISSN - 1687-5974

pISSN - 1687-5966

DOI - 10.1155/2022/8658704

Subject(s) - dropout (neural networks) , control theory (sociology) , network packet , kalman filter , bernoulli distribution , bernoulli's principle , stability (learning theory) , computer science , control system , control (management) , engineering , mathematics , random variable , artificial intelligence , statistics , computer network , electrical engineering , machine learning , aerospace engineering

A novel estimation-based and dropout-dependent control design for distributed control systems of aeroengines with packet dropout is proposed. The packet dropout is described as an independent identically distributed (i.i.d.) Bernoulli process with known probability. The objective of the control system is to effectively and stably impel aeroengines. An inverse system is proposed to reconstruct the missing measurements, based on which, a hybrid adaptive Kalman filter (HAKF) is proposed to provide the estimated states for control design. A new state-feedback control design is developed with the estimated states and the actual states. For guaranteeing the stability of aeroengines, both the stability of HAKF and the new controlled system are analyzed and proved. The new design is applied to an aeroengine, HAKF has superior estimation accuracy which ensures the effectiveness, and the desired stability performance is achieved by controlled system in the presence of packet dropout.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.

Having issues? You can contact us here

Accelerating Research