Non-convex sparse regularization via convex optimization for blade tip timing

Zhou, Kai; Wang, Yanan; Qiao, Baijie; Liu, Junjiang; Liu, Meiru; Yang, Zhibo; Chen, Xuefeng

doi:10.1016/j.ymssp.2024.111764

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Publication Types

Select...

Preprint1

Article1

Relationship

Self Cite0

Independent2

Authors

Journals

Cited by 2 publications

References 32 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

An Innovative Single-Probe Method for Measuring Coupled Static Deformation of Rotor Blades: Proof of Concept and Initial Validation

Guo,

Liu,

Zhou

2024

Preprint

View full text Add to dashboard Cite

An Innovative Single-Probe Method for Measuring Coupled Static Deformation of Rotor Blades: Proof of Concept and Initial Validation

Guo,

Liu,

Zhou

2024

Preprint

View full text Add to dashboard Cite

A new computational method for sparse optimal control of cyber-physical systems with varying delay

Lin,

Yang,

Yuan

et al. 2024

era

View full text Add to dashboard Cite

<p>In practice, network operators tend to choose sparse communication topologies to cut costs, and the concurrent use of a communication network by multiple users commonly results in feedback delays. Our goal was to obtain the optimal sparse feedback control matrix $ K $. For this, we proposed a sparse optimal control (SOC) problem governed by the cyber-physical system with varying delay, to minimize $ ||K||_0 $ subject to a maximum allowable compromise in system cost. A penalty method was utilized to transform the SOC problem into a form that was constrained solely by box constraints. A smoothing technique was used to approximate the nonsmooth element in the resulting problem, and an analysis of the errors introduced by this technique was subsequently conducted. The gradients of the objective function concerning the feedback control matrix were obtained by solving the state system and a variational system simultaneously forward in time. An optimization algorithm was devised to tackle the resulting problem, building on the piecewise quadratic approximation. Finally, we have presented of simulations.</p>

show abstract

Non-convex sparse regularization via convex optimization for blade tip timing

Cited by 2 publications

References 32 publications

An Innovative Single-Probe Method for Measuring Coupled Static Deformation of Rotor Blades: Proof of Concept and Initial Validation

An Innovative Single-Probe Method for Measuring Coupled Static Deformation of Rotor Blades: Proof of Concept and Initial Validation

A new computational method for sparse optimal control of cyber-physical systems with varying delay

Contact Info

Product

Resources

About