Advancements in sensing and network technologies have increased the amount of data being collected to monitor worker conditions. In this study, we consider use time series methods forecast physical fatigue using subjective ratings perceived exertion (RPE) gait from wearable sensors captured during a simulated in-lab manual material handling task (Lab Study 1) fatiguing squatting with intermitte...