SYSTEMS AND METHODS FOR PREDICTING ENGINE FUEL FILTRATION SYSTEM SERVICE CYCLE

A method for predicating a service life of a fuel filter includes causing a fuel pump of a fuel system to direct fuel through a fuel filter of a fuel system. The method also includes receiving work cycle data from machines that implement a same or similar fuel system. The method further includes receiving, via sensors of the fuel system, fuel system data and determining, from the fuel system data, a pressure difference across the fuel filter. The method further includes determining, based on the work cycle data, predicted load cycle data for the fuel system and determining, via a filter life model, a filter service interval representing an amount of time the fuel filter is operable in the fuel system prior to the pressure difference reaching a predetermined value. 一种用于预测燃料过滤器的使用寿命的方法，包括使燃料系统的燃料泵引导燃料通过燃料系统的燃料过滤器。该方法还包括从实现相同或相似燃料系统的机器接收工作周期数据。该方法还包括经由燃料系统的传感器接收燃料系统数据，并且从燃料系统数据确定燃料过滤器上的压力差。该方法还包括基于工作周期数据确定燃料系统的预测负荷周期数据，并且经由过滤器寿命模型确定过滤器使用间期，所述过滤器使用间期表示在压力差达到预定值之前燃料过滤器在燃料系统中可操作的时间量。