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基于多模式融合的自校准方法,用于电梯权衡,以实现智能提前预警
Jiayu Luo1, Xubin Yang2, Qingyou Dai3
1South China Academy of Advanced Optoelectronics, South China Normal University, No. 378, Waihuan West Road, Panyu District, Guangzhou 510006, China.
Sensors (Basel, Switzerland)
|September 13, 2025
概括
本研究介绍了电梯负载称重系统的在线自我校准方法. 它通过融合传感器数据来补偿缓冲器变形来提高准确性,提高电梯安全.
科学领域:
- 工程 工程师 工程师 工程师
- 机械电子学是什么意思 机械电子学
- 传感器技术 传感器技术
背景情况:
- 电梯负载称量系统对于安全至关重要,但会损失准确性.
- 由于环境因素的影响,缓冲器的非线性变形会导致精度降低.
- 这导致了安全风险,如错过过载警报和错误的空状态检测.
研究的目的:
- 开发一种在线自我校准方法,以提高电梯负载称重的准确性.
- 为了解决由缓冲变形引起的精度恶化.
- 为了创建一个强大的和自动化的负载监控解决方案.
主要方法:
- 构建了一个参考检测模型,将负载与缓冲压缩联系起来.
- 集成的拉线传感器位移数据与目标检测模型输出.
- 衍生出基于位移的补偿术语,并通过在线计算框架实现动态错误补偿.
主要成果:
- 提出的方法有效地弥补了缓冲器变形.
- 在线自我校准消除了手动干预的需要.
- 实地实验证实了该方法的有效性和系统稳定性.
结论:
- 多模式信息融合和自适应校准方法解决了负载称重精度下降的问题.
- 这为提高电梯安全监控提供了一个新的技术范式.
- 该系统为复杂条件下的实时负载监控提供了强大的解决方案.
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