METHOD AND SYSTEM TO CONTROL PROPULSION SYSTEMS HAVING SENSOR OR ACTUATOR DEGRADATION

A method to detect and mitigate sensor or actuator degradation in an automobile system includes: collecting a signal data output from at least one device which is outputting the signal data in response to monitored operational parameters of a motor vehicle system; analyzing patterns of the signal data compared to a signal data output from a nominal operating one of the at least one device using anartificial intelligence program; and identifying when the patterns of the signal data exceed a threshold level indicating the at least one sensor or actuator is operating in a degraded condition. 种用于检测和缓解汽车系统中的传感器或致动器退化的方法包括：收集从至少个装置输出的信号数据，该至少个装置响应于机动车辆系统的受监测操作参数而输出信号数据；使用人工智能程序相比于从至少个装置中的标称操作装置输出的信号数据来分析信号数据的模式；以及识别信号数据的模式何时超出指示至少个传感器或致动器正在退化状况下操作的阈值水平。