The invention relates to the field of vehicle material mechanical property monitoring, in particular to a vehicle material mechanical property monitoring method. The method comprises the steps of calculating a comprehensive stability index of each vehicle according to a speed sequence of each vehicle in a historical time period, a compression length sequence of a spring and a telescopic distance sequence of a piston rod; calculating the similarity of the compressive strength of different vehicles according to the speed sequence of each vehicle in the historical time period, the compression length sequence of the spring, the telescopic distance sequence of the piston rod and the comprehensive stability index; coding each vehicle according to the similarity of the compressive strength of different vehicles; and training the network by using the compression length sequence of the spring and the telescopic distance sequence of the piston rod of each vehicle in the historical time period corresponding to each number, predicting the compression length of the spring and the telescopic distance of the piston rod of each vehicle at each moment in the future by using the network, and calculating the early warning index of each vehicle. According to the invention, the accuracy is improved.
本发明涉及车辆材料力学性能监测领域,具体涉及一种车辆材料力学性能监测方法。方法包括:根据各车辆历史时间段的速度序列、弹簧的压缩长度序列和活塞杆的伸缩距离序列,计算各车辆的综合稳定性指标;根据各车辆历史时间段的速度序列、弹簧的压缩长度序列、活塞杆的伸缩距离序列和综合稳定性指标,计算不同车辆抗压强度的相似度;根据不同车辆抗压强度的相似度对各车辆进行编码;利用各编号对应的各车辆历史时间段弹簧的压缩长度序列和活塞杆的伸缩距离序列对网络进行训练,利用网络预测各车辆未来各时刻弹簧的压缩长度和活塞杆的伸缩距离,计算各车辆的预警指数。本发明提高了准确性。
Vehicle material mechanical property monitoring method
一种车辆材料力学性能监测方法
2022-07-01
Patent
Electronic Resource
Chinese
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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