Interval strategy-based regularization approach for force reconstruction with multi-source uncertainties

C Yang - Computer Methods in Applied Mechanics and …, 2024 - Elsevier
A force reconstruction method for uncertain structures instead of direct measurement is
proposed in this paper. Considering the multi-source uncertainties as unknown-but …

The new generation brain-inspired sparse learning: A comprehensive survey

L Jiao, Y Yang, F Liu, S Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, the enormous demand for computing resources resulting from massive data
and complex network models has become the limitation of deep learning. In the large-scale …

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 …

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

K Zhou, Y Wang, B Qiao, J Liu, M Liu, Z Yang… - Mechanical Systems and …, 2025 - Elsevier
Abstract Blade Tip Timing (BTT), an emerging technology poised to replace strain gauges,
enables contactless measurement of rotor blade vibration. However, the blade vibration …

Impact force reconstruction and localization using nonconvex overlapping group sparsity

J Liu, B Qiao, Y Chen, Y Zhu, W He, X Chen - Mechanical Systems and …, 2022 - Elsevier
Although extensively studied, impact force identification is still a challenging task. When the
location of the impact force is unknown, an under-determined problem is usually required to …

Sparse reconstruction for blade tip timing signal using generalized minimax-concave penalty

J Xu, B Qiao, J Liu, C Ao, G Teng, X Chen - Mechanical Systems and Signal …, 2021 - Elsevier
Rotor blade health monitoring based on the non-contact blade tip timing (BTT) technique
has already been proved to be an alternative method to the classical contact strain …

Dynamic force identification in milling based on IRLS using acceleration signals

M Hou, H Cao, Q Li, J Shi - Measurement, 2023 - Elsevier
Measurement of cutting force is important for in-process monitoring, control and optimization.
However, it is very difficult to measure the cutting force directly using invasive sensor in …

Dynamic strain reconstruction of rotating blades based on tip timing and response transmissibility

C Ao, B Qiao, M Liu, S Fu… - … of Engineering for …, 2022 - asmedigitalcollection.asme.org
Dynamic strain of rotating blades is critical in turbomachinery health monitoring and residual
life evaluation. Though the blade tip timing (BTT) technique is promising to replace …

Compressed feature reconstruction for localized fault diagnosis with generalized minimax-concave penalty

L Deng, H Lin, Z Liu, H Wang - Measurement, 2022 - Elsevier
Compressed sensing can effectively relieve the burden of data storage and transmission for
mechanical condition monitoring. However, feature reconstruction from compressed …

Impact load identification of composite laminated cylindrical shell with stochastic characteristic

L Wang, Y Liu, Y Xie, B Chen - Archive of Applied Mechanics, 2022 - Springer
Based on augmented Tikhonov regularization (ATR) method and matrix perturbation
method, a new computational inverse method is proposed to reconstruct impact loads acting …