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Updated: Jul 21, 2026

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开发深度学习量子化框架,用于远程传感边缘设备,以估计韩国内陆水质

JunGi Moon1, SangJin Jung1, SungMin Suh1

  • 1Department of Environmental Engineering, Pusan National University, Busan 46241, Republic of Korea.

Water research
|May 14, 2025
PubMed
概括

这项研究开发了一种轻量级的人工智能模型,用于使用遥感实时监测河流总悬浮固体 (TSS). 量化技术压缩了边缘设备的模型,使得有效的水质评估成为可能.

关键词:
轻量化 轻量化 轻量化神经架构 搜索 神经架构 搜索在设备上的AI.量子化是指量化过程中的一个过程.遥感是一种远程传感.水的质量 水的质量

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Testing Water Quality01:14

Testing Water Quality

When the quality of water for concrete preparation is uncertain, its impact on the setting time of cement and compressive strength of mortar is assessed by comparison with de-ionized or distilled water benchmarks. American Society for Testing and Materials (ASTM) C1602 requires the setting times to be within 90 minutes of the control, British Standard (BS) 3146:1980 allows a 30-minute variance in the initial setting, while British Standards European Norm (BS EN) 1008 specifies initial setting...