Systems and methods for using machine learning to improve control, management, and operation of a vehicle system are disclosed. In one embodiment, a system includes processing circuitry configured to: receive, from a sensor of a vehicle, information indicative of an observed state of a vehicle system, the vehicle system including a fuel system; determining a predicted state of the vehicle system within the predicted range; determining one or more constraints of the vehicle system; executing a control problem to determine a predicted state of the vehicle system based on the one or more constraints; determining a plurality of control inputs for the vehicle system based on the executed control problem; and commanding a fuel system of the vehicle based on at least one of the determined plurality of control inputs.
公开了用于使用机器学习来改进交通工具系统的控制、管理和操作的系统和方法。系统包括处理电路,该处理电路被配置成:从交通工具的传感器接收指示交通工具系统的观察状态的信息,交通工具系统包括燃料系统;确定交通工具系统在预测范围内的预测状态;确定交通工具系统的一个或更多个约束;执行控制问题以基于一个或更多个约束来确定交通工具系统的预测状态;基于所执行的控制问题确定用于交通工具系统的多个控制输入;以及基于所确定的多个控制输入中的至少一个来命令交通工具的燃料系统。
PREDICTIVE CONTROL SYSTEM AND METHOD FOR A VEHICLE SYSTEM
用于交通工具系统的预测控制系统和方法
2024-05-03
Patent
Elektronische Ressource
Chinesisch
IPC: | F02D CONTROLLING COMBUSTION ENGINES , Steuern oder Regeln von Brennkraftmaschinen / 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 / G01L Messen von Kraft, mechanischer Spannung, Drehmoment, Arbeit, mechanischer Leistung, mechanischem Wirkungsgrad oder des Drucks von Fluiden , MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen |
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