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A platform for research: civil engineering, architecture and urbanism
Excavator working condition identification method, working condition identification system, equipment and storage medium
The invention provides an excavator working condition recognition method and system, equipment and a storage medium, the method is applied to the working condition recognition system, and the method comprises the steps that an excavator terminal obtains collected data of all sensors in a target time period; the excavator terminal obtains pressure characteristic information according to the collected data and a preset pressure interval set; the excavator terminal sends the pressure feature information to the Internet of Things platform through the side cloud collaborative gateway; and the Internet of Things platform inputs the pressure feature information into a pre-trained working condition recognition model to obtain a working condition recognition result of the excavator terminal at the current moment. The collected data is converted into the pressure characteristic information through the preset pressure interval set, working condition identification of the excavator can be achieved without using a threshold value set by manual experience, objectivity and accuracy of the working condition identification result of the excavator are guaranteed, and meanwhile the working condition identification result of the excavator terminal can be rapidly obtained.
本申请提供了一种挖掘机工况识别方法、工况识别系统、设备及存储介质，其中，该方法应用于工况识别系统，该方法包括：挖掘机终端获取目标时段各传感器的采集数据；挖掘机终端根据采集数据以及预设的压力区间集合，得到压力特征信息；挖掘机终端通过边云协同网关将压力特征信息发送至物联网平台；物联网平台将压力特征信息输入预先训练得到的工况识别模型中，得到挖掘机终端在当前时刻的工况识别结果。本申请通过预设的压力区间集合将采集数据转换为压力特征信息，能够避免使用人工经验设定的阈值来实现挖掘机的工况识别，保证了挖掘机工况识别结果的客观性以及准确性，同时，还能快速得到挖掘机终端的工况识别结果。
Excavator working condition identification method, working condition identification system, equipment and storage medium
The invention provides an excavator working condition recognition method and system, equipment and a storage medium, the method is applied to the working condition recognition system, and the method comprises the steps that an excavator terminal obtains collected data of all sensors in a target time period; the excavator terminal obtains pressure characteristic information according to the collected data and a preset pressure interval set; the excavator terminal sends the pressure feature information to the Internet of Things platform through the side cloud collaborative gateway; and the Internet of Things platform inputs the pressure feature information into a pre-trained working condition recognition model to obtain a working condition recognition result of the excavator terminal at the current moment. The collected data is converted into the pressure characteristic information through the preset pressure interval set, working condition identification of the excavator can be achieved without using a threshold value set by manual experience, objectivity and accuracy of the working condition identification result of the excavator are guaranteed, and meanwhile the working condition identification result of the excavator terminal can be rapidly obtained.
本申请提供了一种挖掘机工况识别方法、工况识别系统、设备及存储介质，其中，该方法应用于工况识别系统，该方法包括：挖掘机终端获取目标时段各传感器的采集数据；挖掘机终端根据采集数据以及预设的压力区间集合，得到压力特征信息；挖掘机终端通过边云协同网关将压力特征信息发送至物联网平台；物联网平台将压力特征信息输入预先训练得到的工况识别模型中，得到挖掘机终端在当前时刻的工况识别结果。本申请通过预设的压力区间集合将采集数据转换为压力特征信息，能够避免使用人工经验设定的阈值来实现挖掘机的工况识别，保证了挖掘机工况识别结果的客观性以及准确性，同时，还能快速得到挖掘机终端的工况识别结果。
Excavator working condition identification method, working condition identification system, equipment and storage medium
挖掘机工况识别方法、工况识别系统、设备及存储介质
WANG FEI (author) / GUO JIAYU (author) / ZHANG QILIANG (author) / HU XUHUI (author) / TU XINHAO (author)
2024-10-15
Patent
Electronic Resource
Chinese
IPC:
E02F
Baggern
,
DREDGING
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