Turnout equipment state identification method and device, computer equipment and storage medium

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Turnout equipment state identification method and device, computer equipment and storage medium

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XU QINGYANG / LI FENG / TANG YONGKANG / MENG XIANHONG / WANG YINGCHUN / YANG JI / WANG XIAODONG / MENG JINGHUI / WANG NING

Abstract

The invention relates to a turnout equipment state identification method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring current power data of turnout equipment, processing the current power data by adopting a turnout equipment state identification model, and outputting a turnout equipment state identification result; the turnout equipment state identification result comprises a turnout equipment degradation state; wherein the turnout equipment state recognition model is an SVM model obtained by supervised learning based on degradation state sample data of the turnout equipment. The method can be used for automatic identification of the turnout equipment, especially identification of the degradation state of the turnout equipment, so that maintainability of complex equipment is improved, and safety, reliability and usability of the complex equipment are improved.

本申请涉及一种道岔设备状态识别方法、装置、计算机设备和存储介质。所述方法包括：获取道岔设备的当前功率数据，采用道岔设备状态识别模型处理当前功率数据，输出道岔设备状态识别结果；道岔设备状态识别结果包括道岔设备退化状态；其中，道岔设备状态识别模型为基于道岔设备的退化状态样本数据进行有监督学习获取的SVM模型。采用本方法能够用于道岔设备的自动识别，特别是道岔设备的退化状态的识别，以提高复杂设备可维护性，进而提高复杂设备的安全性、可靠性和可用性。

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Title :

Turnout equipment state identification method and device, computer equipment and storage medium

Additional title:

道岔设备状态识别方法、装置、计算机设备和存储介质

Contributors:

XU QINGYANG (author) / LI FENG (author) / TANG YONGKANG (author) / MENG XIANHONG (author) / WANG YINGCHUN (author) / YANG JI (author) / WANG XIAODONG (author) / MENG JINGHUI (author) / WANG NING (author)

Publication date :

2022-04-12

Type of media :

Patent

Type of material :

Electronic Resource

Language :

Chinese

Classification :

IPC:

G06K Erkennen von Daten , RECOGNITION OF DATA / B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen