材料科学
标度系数
纳米复合材料
应变计
复合材料
线性
弯曲
渗流阈值
箔法
渗透(认知心理学)
表征(材料科学)
灵敏度(控制系统)
压阻效应
拉伤
碳纳米管
耐久性
纳米
导电体
电导率
结构健康监测
水准点(测量)
电阻和电导
压力(语言学)
结构工程
再现性
理论(学习稳定性)
纳米技术
量具(枪械)
航程(航空)
复合数
分离式霍普金森压力棒
碳纤维
作者
Z QI,Mingchen Qiao,Yì Wáng
标识
DOI:10.1021/acsapm.5c03658
摘要
The precise detection of multidirectional microstrains (<100 με) is critical for the early damage assessment of infrastructure. Nevertheless, it remains unresolved by conventional metal strain gauges (GF ≈ 2) or existing nanocomposite sensors, which are typically optimized for large-strain applications. This study introduces a class of multidirectional microstrain sensors fabricated through scalable screen-printing of an optimized multiwalled carbon nanotube/epoxy (MWCNT/EP) composite. With the purpose of overcoming the limitations of conventional gauges and previous nanocomposites, three architectures (separated-L, tridirectional, and circular) were designed and systematically evaluated to achieve angularly resolved strain detection with mechanical decoupling. All types of sensors demonstrated a marked 3.6–4.5× sensitivity increase within the target microstrain range (GF up to 32.23) compared to their performance at higher strain levels, which is attributed to a tunneling-dominated transport mechanism. While the separated-L architecture reached a gauge factor (GF) of 7.97 with exceptional linearity (R2 = 0.998), the tridirectional configuration exhibited clear directional discrimination (GF = 7.65, R2 = 0.987). The circular architecture further curtailed measurement anisotropy, contributing to the improved off-axis response through the optimized strain distribution. The nanocomposite itself features high electrical conductivity (75.65 S/m), a low percolation threshold (3.4 wt %), and robust cyclic stability over ten diverse loading cycles. Validation on a steel I-beam under four-point bending revealed a deviation of less than 10% from both theoretical predictions and conventional foil gauge readings, confirming the sensors’ high accuracy. By establishing a performance benchmark for multidirectional microstrain sensing, this study provides a validated design strategy for the deployment of advanced CNT/polymer nanocomposites in high-precision infrastructure health monitoring.
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