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Learned model generation device, failure prediction device, fault prediction system, fault prediction program, and learned model
Learned model generation device, failure prediction device, fault prediction system, fault prediction program, and learned model
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机译：学习模型生成设备，故障预测设备，故障预测系统，故障预测程序和学习模型
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摘要
The purpose of this paper is to accurately carry out the failure prediction of the ticket gate.A learning model generation apparatus for generating a learned model used to predict a failure of a ticket gate 1Acquired in a predetermined first period in each of the plurality of ticket gatesThe model operating information 20, which is the operation information of the ticket gate 1, and the model environment information 21 as the environmental information of the ticket gate 1, are receivedA model data acquisition section 14 for receiving failure information in the case of a failure in each of the ticket gates in the first period andA characteristic quantity calculator 18 for generating the first characteristic quantity 25 by calculating the model operating information 20 and model environmental information 21 andThe first feature quantity 25 is input data.Machine learning using fault information as teacher dataWhen operation information and environment information are inputA model generating section 17 for generating a first learned model 23 for outputting the failure prediction information 36 of the respective ticket gates 1 is provided.Diagram
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