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4.4 电气装备的智能状态监测 joints[J]. IEEE Sensors Journal, 2025, 25(2):
3490-3502.
首先,总结了飞机电源系统中的主要故障模
式、故障特点和失效原因,并提出一种飞机电源 [6] Liu Q, Song P, Yan J, et al. In-situ
monitoring of failure modes in composite
健康管理系统的设计架构,指出了飞机电源系统
故障诊断技术面临的挑战和发展趋势。其次,提 bolted joint structures using CB/CNT
piezoresistive sensor[J]. IEEE Sensors
出了一种基于数字孪生单周期稳态波形逼近的直
流变换器全参数提取方法,利用粒子群寻优算法 Journal, 2024, 24(12): 19845-19854.
智能地提取出元件参数,该方法物理建模简单因 [7] Ji X, Liao Y, Tu J,et al. PSO-GPR
而适用于各种不同的电能变换装备。再次,提出 model for state estimation of lithium-ion
了一种基于 BP 神经网络拟合清晰时域映射关系 battery using ultrasonic guided waves with
的 Buck 变换器全元件参数辨识方法,利用电气 multi-feature fusion technique[J]. Journal of
装备中元件参数与电压电流之间的数据映射关系 Energy Storage, 2025, 112: 115580.
模型,实时地提取出所有元件的参数。最后,提
5.2 无损检测研究代表性论文
出了一种基于电路模型和浅层神经网络的航空逆
[1] Yuan X, Li W, Deng M. Detection
变器故障诊断方法,实现对三相逆变器单管故障
of defects in girth welded joints of tubular
和双管故障的有效、快速、准确诊断。
structure by circumferential feature-guided
5 代表性论文 waves[J]. NDT & E International, 2025, 151:
103283.
5.1 先进传感技术研究代表性论文
[1] Yang Y, Shen Y. A liquid metal-based [2] Yuan X, Li W, Deng M. Quantitative
module emulating the intelligent preying assessment of corrosion-induced wall
logic of flytrap[J]. Nature Communications, thinning in L-shaped bends using ultrasonic
2024, 15(1): 3398. feature guided waves[J]. Thin-Walled
[2] Li K, Zhang Q, Cui X, et al. Structures, 2024, 196: 111493.
Photothermal-driven soft actuator capable [3] Yu Y, Yuan X, Li W, Deng M.
of alternative control based on coupled- Damage assessment in L-shaped bends by
plasmonic effect[J]. Chemical Engineering nonlinear feature guided waves[J]. NDT & E
Journal, 2024, 498: 155057. International, 2024, 145: 103108.
[3] Fan L, Liu Y, Yang X, et al . A [4] Yuan X, Li W, Deng M. Propagation
novel capacitive sensor featuring surface characteristics of circumferential feature
microstructure and hydrogels for measuring guided waves propagation in a revolved
full pressure with high-sensitivity[J]. Sensors topological waveguide[J]. Wave Motion,
and Actuators A: Physical, 2024, 370: 2024, 128: 103309.
115228. [5] Ren Y, Zeng Z, Jiao S. Eddy current
[4] Hou J, Bai S, Zhang X, et al. An testing of CFRP/aluminium honeycomb
intelligent CFRP bolt with embedded sandwich structure[J]. Nondestructive
carbon nanotube eddy current sensors for Testing and Evaluation, 2024, 39(8): 2593-
damage self‐diagnosis of bolted composite 2605.
joints[J]. Polymer Composites, 2025, 46(3): [6] Cui L, Zeng Z, Jiao S. Finite element
2545-2559. analysis of eddy current testing of aluminum
[5] Liu Q, Sun M, Qin H, et al. Embedded honeycomb sandwich structure with CFRP
piezoresistive sensor network for multi- panels based on the domain decomposition
failure mode monitoring in CFRP bolted method[J]. Journal of Nondestructive
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