Current prediction model training method, current prediction method and related device

Abstract

The invention provides a current prediction model training method, a current prediction method and a related device, and the current prediction model training method comprises the steps: detecting a current value when an electromagnet is continuously powered on for many times to unlock a platform door, and obtaining a sample current curve, inputting the sample current curve into a nonlinear network to extract nonlinear features under a time dimension as sample nonlinear features, and inputting the sample current curve into a linear network to extract linear features under the time dimension assample linear features; generating a current value when the electromagnet is powered on next time to unlock the platform door according to the sample nonlinear features and the sample linear features, obtaining a predicted current curve, training a nonlinear network and a linear network into a current prediction model according to the predicted current curve, extracting the nonlinear sample nonlinear characteristics under the time dimension through the nonlinear network, extracting linear features of a linear sample under a time dimension through a linear network, and ensuring the performanceof the current prediction model.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of transportation, and in particular to a training of a current prediction model, a current prediction method and related devices. Background technique [0002] At present, in subways, BRT (Bus Rapid Transit, BRT) and other transportation systems, stations usually arrange platform doors along the edge of the platform to isolate the platform from the traffic area, reduce the operating energy consumption of the station’s air conditioning and ventilation system, and reduce The impact of train running noise and piston wind on the station prevents accidents caused by people falling off the track, and provides passengers with a comfortable and safe waiting environment. [0003] When the train arrives at the station, the platform door is opened, passengers can get on and off the train through the gate, then the platform door is closed, and the train continues to run. When the platform doo...

AI Technical Summary

Problems solved by technology

[0007] The embodiment of the present invention proposes a current prediction model training and its current prediction method and related devices to solve the problems of untimely maintenance of the electromagnet in the platform door, high maintenance cost and low efficiency

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