The invention discloses a protection method and device for a direct-current electric propulsion system, and belongs to the technical field of ship electricity. The protection method of the direct current electric propulsion system comprises the following steps: obtaining monitoring information of the direct current electric propulsion system, and preprocessing the monitoring information to obtain fault characteristic parameters; the fault feature parameters are input into a pre-constructed feature fusion model, fault feature vectors are obtained, and the feature fusion model is used for carrying out feature fusion on time domain data and frequency domain data in the fault feature parameters; the fault feature vector is input into a pre-constructed representation learning model, an output result is input into a classifier to obtain a fault detection result, and the representation learning model is used for performing fault representation learning on the fault feature vector; and executing corresponding fault protection operation on the direct-current electric propulsion system based on a fault detection result. Through the above method, comprehensive and accurate positioning of the fault is realized, and the method has the capability of real-time response and rapid recovery.
本申请公开了一种直流电力推进系统的保护方法及保护装置,属于船舶电气技术领域。在本申请的直流电力推进系统的保护方法中,包括以下步骤:获取直流电力推进系统的监测信息,并对监测信息进行预处理,获取故障特征参数;将故障特征参数输入预先构建的特征融合模型,获取故障特征向量,特征融合模型用于对故障特征参数中的时域数据和频域数据进行特征融合;将故障特征向量输入预先构建的表征学习模型,再将输出的结果输入分类器获取故障检测结果,表征学习模型用于对故障特征向量进行故障表征学习;基于故障检测结果,对直流电力推进系统执行相应的故障保护操作。通过上述方法,实现对发生故障的全面精准定位,具有实时响应并快速恢复的能力。
Protection method and protection device for direct-current electric propulsion system
一种直流电力推进系统的保护方法及保护装置
2024-07-16
Patent
Electronic Resource
Chinese
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