The increase in artificial intelligence integration across various industries underlines its significant impact on promoting secure working spaces, especially in preventing accidents, and mitigating risks. With human-machine interaction (HMI), operators are often tasked with performing complex duties, raising mental workload and stress levels, potentially compromising their performance, and elevating the risk of accidents. Stress refers to the psychological and physiological responses elicited by perceived demands exceeding an individual's coping capacity, while cognitive workload denotes the amount of mental effort and resources required to perform tasks effectively. Existing literature shows a correlation between these cognitive states and the physiological signals of the human body.