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Original name record: 青岛海能电力设备有限公司

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1 indexed patent records

№ CN121350568AInvention
Active

一种基于变分自编码的钢管塔损伤特征提取方法

本发明公开了一种基于变分自编码的钢管塔损伤特征提取方法，包括如下步骤：采集实时监测数据进行预处理；输入至AS‑IntroVAE模型的编码器，映射至潜在空间，优化潜在空间分布；输入至AS‑IntroVAE模型的解码器，重建监测数据；计算重建误差，识别并分析异常区域，提取损伤类型、损伤位置和损伤严重程度；与样本进行比较，计算相似度，匹配损伤等级标签，评估风险级别；优化AS‑IntroVAE模型，持续更新健康评估报告。本发明采用改进型变分自编码方法，实现钢管塔损伤特征智能提取，具备识别精准、定位可靠和评估全面的优点。

❖青岛海能电力设备有限公司韩笑; 姜文; 战德道§ 1/7 ClaimsG06F 18/213 (2023.01), G06F 18/10 (2023.01), G06F 18/21 (2023.01) +42