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Data acquisition and detection system for sundries at water inlet of hydraulic engineering hydropower station
The invention discloses a data acquisition and detection system for sundries at a water inlet of a hydraulic engineering hydropower station. The system comprises an image acquisition device, a data processing device and a sundries collection device, the image acquisition device is used for acquiring a plurality of images at the water inlet of the hydraulic engineering hydropower station; carrying out initial image judgment on the plurality of images to obtain suspicious sundry images in the plurality of images; the data processing device is used for receiving the suspicious sundry image sent by the image acquisition device and inputting the suspicious sundry image into a pre-trained convolutional neural network model to obtain an image category output by the convolutional neural network model; sending a sundry collection instruction to a sundry collection device in response to determining that the image category is a sundry category; and the impurity collecting device is used for intercepting corresponding impurities. According to the method, the determination efficiency and the determination accuracy of the sundries at the water inlet of the hydraulic engineering hydropower station can be improved, so that the probability of abnormal power supply is reduced.
本发明公开了一种水利工程水电站进水口处杂物数据采集及检测系统，包括图像采集装置、数据处理装置和杂物收集装置；图像采集装置，用于采集水利工程水电站进水口处的多个图像；并对多个图像进行初始图像判定，得到多个图像中的可疑杂物图像；数据处理装置，用于接收图像采集装置发送的可疑杂物图像，并将可疑杂物图像输入预先训练完成的卷积神经网络模型，得到卷积神经网络模型输出的图像类别；响应于确定图像类别为杂物类别，向杂物收集装置发送杂物收集指令；杂物收集装置，用于拦截相对应的杂物。本发明能够提高水利工程水电站进水口处杂物的确定效率以及确定精准度，从而降低供电异常的情况发生的概率。
Data acquisition and detection system for sundries at water inlet of hydraulic engineering hydropower station
The invention discloses a data acquisition and detection system for sundries at a water inlet of a hydraulic engineering hydropower station. The system comprises an image acquisition device, a data processing device and a sundries collection device, the image acquisition device is used for acquiring a plurality of images at the water inlet of the hydraulic engineering hydropower station; carrying out initial image judgment on the plurality of images to obtain suspicious sundry images in the plurality of images; the data processing device is used for receiving the suspicious sundry image sent by the image acquisition device and inputting the suspicious sundry image into a pre-trained convolutional neural network model to obtain an image category output by the convolutional neural network model; sending a sundry collection instruction to a sundry collection device in response to determining that the image category is a sundry category; and the impurity collecting device is used for intercepting corresponding impurities. According to the method, the determination efficiency and the determination accuracy of the sundries at the water inlet of the hydraulic engineering hydropower station can be improved, so that the probability of abnormal power supply is reduced.
本发明公开了一种水利工程水电站进水口处杂物数据采集及检测系统，包括图像采集装置、数据处理装置和杂物收集装置；图像采集装置，用于采集水利工程水电站进水口处的多个图像；并对多个图像进行初始图像判定，得到多个图像中的可疑杂物图像；数据处理装置，用于接收图像采集装置发送的可疑杂物图像，并将可疑杂物图像输入预先训练完成的卷积神经网络模型，得到卷积神经网络模型输出的图像类别；响应于确定图像类别为杂物类别，向杂物收集装置发送杂物收集指令；杂物收集装置，用于拦截相对应的杂物。本发明能够提高水利工程水电站进水口处杂物的确定效率以及确定精准度，从而降低供电异常的情况发生的概率。
Data acquisition and detection system for sundries at water inlet of hydraulic engineering hydropower station
一种水利工程水电站进水口处杂物数据采集及检测系统
LI WEIGUO (author) / XIA QIYONG (author) / ZHOU YU (author) / LIU ZHIGANG (author) / HE RENKAI (author) / HONG XIAOXIAO (author)
2023-06-30
Patent
Electronic Resource
Chinese
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