Dynamic load identification for mechanical systems: A review

R Liu, E Dobriban, Z Hou, K Qian - Archives of Computational Methods in …, 2022 - Springer
Due to the great challenges of measuring forces directly, identifying dynamic loads based on
accessible responses is a crucial problem in engineering, helping ensure integrity and …

Artificial Neural Network (ANN)-Bayesian Probability Framework (BPF) based method of dynamic force reconstruction under multi-source uncertainties

Y Liu, L Wang, K Gu, M Li - Knowledge-based systems, 2022 - Elsevier
In view of the universal existence of multi-source uncertainty factors in engineering
structures, a novel method of dynamic force reconstruction is investigated based on Artificial …

[PDF][PDF] 动载荷识别方法的研究进展

杨智春, 贾有 - 力学进展, 2015 - imechanica.org
摘要大多数情况下, 作用在工程结构上的动载荷, 如高性能战斗机在大攻角机动飞行时作用在垂
尾结构上的抖振载荷, 是无法直接测量的, 只能通过测试结构在动载荷作用下的动态响应来识别 …

Multiobjective-clustering-based optimal heterogeneous sensor placement method for thermo-mechanical load identification

Y Liu, L Wang - International Journal of Mechanical Sciences, 2023 - Elsevier
The direct measurement of external loads acting on structures remains a challenge in many
engineering applications. In this context, mechanical load identification has received …

A hybrid model-data-driven framework for inverse load identification of interval structures based on physics-informed neural network and improved Kalman filter …

Y Liu, L Wang, BF Ng - Applied Energy, 2024 - Elsevier
Accurately capturing data on the external loads that large structural systems endure is
crucial for improving the performance of energy equipment. This paper introduces a novel …

A two-step weighting regularization method for stochastic excitation identification under multi-source uncertainties based on response superposition-decomposition …

Y Liu, L Wang - Mechanical Systems and Signal Processing, 2023 - Elsevier
Excitation identification has received considerable attention because of its importance in
safety assessment and structural design. This paper proposed a power spectral density …

Load-independent multi-objective sensor placement method for localization and reconstruction of external excitations under interval uncertainties

Y Liu, L Wang, BF Ng - Computer Methods in Applied Mechanics and …, 2023 - Elsevier
The direct measurement of external excitations under operation conditions remains
challenging in many engineering applications. This study proposes a method of optimal …

Moving force identification based on redundant concatenated dictionary and weighted l1-norm regularization

CD Pan, L Yu, HL Liu, ZP Chen, WF Luo - Mechanical Systems and Signal …, 2018 - Elsevier
Moving force identification (MFI) is an important inverse problem in the field of bridge
structural health monitoring (SHM). Reasonable signal structures of moving forces are rarely …

A Gaussian process latent force model for joint input-state estimation in linear structural systems

R Nayek, S Chakraborty, S Narasimhan - Mechanical Systems and Signal …, 2019 - Elsevier
The problem of combined state and input estimation of linear structural systems based on
measured responses and a priori knowledge of structural model is considered. A novel …

Joint parameter-input estimation for digital twinning of the Block Island wind turbine using output-only measurements

M Song, B Moaveni, H Ebrahimian, E Hines… - Mechanical Systems and …, 2023 - Elsevier
This paper presents a recursive Bayesian inference framework for digital twinning of an
offshore wind turbine (OWT) in the Block Island Wind Farm (BIWF), the first commercial …