材料科学
纳米复合材料
背景(考古学)
电极
数码产品
可穿戴计算机
可穿戴技术
导电体
耐久性
复合材料
计算机科学
纳米技术
嵌入式系统
电气工程
工程类
古生物学
物理化学
化学
生物
作者
Zijia Zhao,Chaopeng Yang,Dongchan Li
出处
期刊:Micromachines
[Multidisciplinary Digital Publishing Institute]
日期:2024-04-29
卷期号:15 (5): 598-598
被引量:2
摘要
In the context of an aging population and escalating work pressures, cardiovascular diseases pose increasing health risks. Electrocardiogram (ECG) monitoring presents a preventive tool, but conventional devices often compromise comfort. This study proposes an approach using Ag NW/TPU composites for flexible and breathable epidermal electronics. In this new structure, TPU fibers are used to support Ag NWs/TPU nanocomposites. The TPU fiber-reinforced Ag NW/TPU (TFRAT) nanocomposites exhibit excellent conductivity, stretchability, and electromechanical durability. The composite ensures high steam permeability, maintaining stable electrical performance after washing cycles. Employing this technology, a flexible ECG detection system is developed, augmented with a convolutional neural network (CNN) for automated signal analysis. The experimental results demonstrate the system’s reliability in capturing physiological signals. Additionally, a CNN model trained on ECG data achieves over 99% accuracy in diagnosing arrhythmias. This study presents TFRAT as a promising solution for wearable electronics, offering both comfort and functionality in long-term epidermal applications, with implications for healthcare and beyond.
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