Applied Bayesian structural health monitoring: Inclinometer data anomaly detection and forecasting

PAMM Pub Date : 2023-07-01 DOI:10.1002/pamm.202300132
David K. E. Green, A. Jaspan
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Abstract

Inclinometer probes are devices that can be used to measure deformations within earthwork slopes. This paper demonstrates a novel application of Bayesian techniques to real‐world inclinometer data, providing both anomaly detection and forecasting. Specifically, this paper details an analysis of data collected from across the entire UK rail network.
应用贝叶斯结构健康监测:倾斜仪数据异常检测和预测
倾角仪探头是一种可用于测量土方工程边坡变形的设备。本文展示了贝叶斯技术在现实世界倾角仪数据中的新应用,提供了异常检测和预测功能。具体而言,本文详细分析了从整个英国铁路网收集的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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