Non-convex sparse optimization-based impact force identification with limited vibration measurements

L Chen, Y Wang, B Qiao, J Liu, W Cheng… - Frontiers of Mechanical …, 2023 - Springer
Impact force identification is important for structure health monitoring especially in
applications involving composite structures. Different from the traditional direct measurement …

Accelerated generalized minimax-concave sparse regularization for impact force reconstruction and localization

Y Wang, L Chen, J Liu, B Qiao… - Journal of Low …, 2024 - journals.sagepub.com
Impact force identification has always been of significance for structure health monitoring
especially on the applications involving composite materials. As a typical inverse problem …

Non-convex sparse regularization via convex optimization for impact force identification

J Liu, B Qiao, Y Wang, W He, X Chen - Mechanical Systems and Signal …, 2023 - Elsevier
Instead of traditional Tikhonov regularization, sparse regularization methods like ℓ 1
regularization have been a popular choice for impact force identification because it can …

Impact force identification via sparse regularization with generalized minimax-concave penalty

J Liu, B Qiao, W He, Z Yang, X Chen - Journal of Sound and Vibration, 2020 - Elsevier
As a typical inverse problem, impact force identification tends to be a challenge owing to its
ill-posedness. Recently, the sparse characteristic of the impact force in time domain are …

[引用][C] Robust Nonconvex Sparse Optimization for Impact Force Identification

J Liu, B Qiao, Y Wang, W He, X Chen - International Journal of …, 2024 - World Scientific
The inherent sparse structure of impact forces has garnered considerable attention in the
field of impact force identification. However, conventional convex sparse regularization …

Impact force localization and reconstruction via ADMM-based sparse regularization method

Y Wang, L Chen, J Liu, B Qiao, W He… - Chinese Journal of …, 2024 - Springer
In practice, simultaneous impact localization and time history reconstruction can hardly be
achieved, due to the ill-posed and under-determined problems induced by the constrained …

An enhanced sparse regularization method for impact force identification

B Qiao, J Liu, J Liu, Z Yang, X Chen - Mechanical Systems and Signal …, 2019 - Elsevier
The standard sparse regularization method based on l 1-norm minimization for impact force
identification has already proved to be an interesting alternative to the classical …

Non-convex sparse regularization for impact force identification

B Qiao, C Ao, Z Mao, X Chen - Journal of Sound and vibration, 2020 - Elsevier
Many convex regularization methods, such as the classical Tikhonov regularization based
on l 2-norm penalty and the standard sparse regularization method based on l 1-norm …

[PDF][PDF] Sparse identification of impact force acting on mechanical structures

乔百杰, 陈雪峰, 刘金鑫, 王诗彬 - Journal of Mechanical …, 2019 - qikan.cmes.org
Impact force identification plays an important role in structural health monitoring, dynamics
optimization design, milling force measurement, etc. However, the traditional L2 norm-based …

Group sparsity extension of “Non-convex sparse regularization via convex optimization for impact force identification”

J Liu, B Qiao, Y Wang, W He, X Chen - Mechanical Systems and Signal …, 2023 - Elsevier
We recently proposed a non-convex sparse regularization method in the ADMM framework
to reconstruct and localize unknown impact forces. This method surpasses the convex ℓ 1 …