The invention relates to systems, methods and apparatus of predictive maintenance of automotive lights. For example, a vehicle has: a vehicle light assembly; sensors configured on the vehicle to measure operating parameters of the vehicle light assembly; an artificial neural network configured to analyze the operating parameters of the vehicle light assembly as a function of time to generate a result; and at least one processor configured to generate a suggestion for a maintenance service of the vehicle light assembly based on the result from the artificial neural network analyzing the operating parameters of the vehicle light assembly. For example, the sensors can be configured to measure ambient light intensity, light intensity reflected by a surface illuminated by the light, current and/or voltage in the light, and/or light intensity at a location illuminated by both environment and the light.
本发明涉及汽车灯的预测性维护的系统、方法及设备。举例来说,车辆具有:车辆灯组合件;传感器,其配置于所述车辆上以测量所述车辆灯组合件的操作参数;人工神经网络,其经配置以分析随时间而变的所述车辆灯组合件的所述操作参数以产生结果;及至少一个处理器,其经配置以基于从所述人工神经网络分析所述车辆灯组合件的所述操作参数得出的所述结果产生对所述车辆灯组合件的维护服务的建议。举例来说,所述传感器可经配置以测量环境光强度、由被所述灯照射的表面反射的光强度、所述灯中的电流及/或电压,及/或由环境及所述灯两者照射的位置处的光强度。
Predictive maintenance of automotive lighting
汽车照明设备的预测性维护
2021-03-09
Patent
Electronic Resource
Chinese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
Predictive Tools for Automotive Lighting
British Library Conference Proceedings | 2001
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