积极红外成像技术的进展,用于可再生能源和电子行业的缺陷检测
Xinfeng Zhao1, Yangjing Zhao2, Shunchang Hu2,3
1College of Water Conservancy Engineering, Yellow River Conservancy Technical Institute, Kaifeng 475000, China.
Sensors (Basel, Switzerland)
|November 14, 2023
概括
红外热图 (IRT) 技术为可再生能源和电子等行业提供先进的非接触式缺陷检测. 它与人工智能的集成提高了识别光伏电池板和电路板故障的准确性.
科学领域:
- 材料科学 材料科学 材料科学
- 非破坏性测试 不破坏性测试
- 热成像是一种热成像技术.
背景情况:
- 红外热图 (IRT) 技术已经取得了显著的进步,使得无接触,高分辨率的缺陷检测.
- 应用范围跨越多个行业,包括可再生能源,电子,建筑,航空和医疗保健.
- 通过有效的缺陷识别,IRT提高了产品质量和可靠性.
研究的目的:
- 提供活跃的IRT原则和方法的概述.
- 审查光伏 (PV) 和电子行业的IRT应用.
- 分析IRT的优势,挑战和未来方向,特别是与AI集成.
主要方法:
- 基于热源的活性IRT的分类:脉冲温度计 (PT),锁定温度计 (LT),超声波刺激振动温度计 (UVT) 和流温度计 (ECT).
- 探索用于检测光伏电池板和电子电路板缺陷的IRT成像.
- 讨论在检查中使用的算法检测,激发源和红外波长.
主要成果:
- IRT,特别是当与深度学习相结合时,为系统监控提供高效和准确的光伏电池板缺陷检测.
- 在开发和制造过程中,IRT对于评估热性能和识别电子元件缺陷至关重要.
- 分析突出了各种激发源的好处和局限性,以及IRT在人工智能驱动的检查中的作用.
结论:
- 在光伏和电子行业的质量控制和维护中,IRT技术,特别是主动方法和AI集成至关重要.
- 需要进一步的研究来解决与激发源,特定行业应用和人工智能进步相关的挑战.
- 优化IRT技术和算法将提高其在确保关键基础设施和产品可靠性的实用性.
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