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Mining Rig Monitoring System And Mining Rig Monitoring Method In Using Same
Mining Rig Monitoring System And Mining Rig Monitoring Method In Using Same
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机译:采矿设备监控系统及使用该系统的采矿设备监控方法
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摘要
The present invention relates to a mining management system, and more particularly, to a mining management system. A plurality of miners for receiving a problem package for mining from the mining pool server and performing mining; A minor management unit for collecting and managing state information data and log information data generated in each of the miners during mining of the miner; A data storage unit for receiving the status information data and the log information data of each of the minors from the minor management unit and storing the received status information data and log information data in a specified data type; A data preprocessing unit for extracting state information data and log information data of a specific data type stored in the data storage unit and preprocessing the data in a data format corresponding to an analysis purpose; A failure prediction analyzer for analyzing the state information data and the log information data of the minor, which is preprocessed by the data preprocessing unit, with a machine learning algorithm to predict occurrence of a minor failure; And a failure prediction / repair unit for repairing a minor failure if the failure is predicted as a result of analysis by the failure prediction analysis unit.
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