The distributed optical fiber sensors (DFOS) are strain, temperature, and vibration monitoring tools characterized by minimal intrusiveness, accuracy, ease of deployment, and the ability to perform measurements with high spatial resolution. Although these sensors rely on well-established. Distributed Fiber Optic Sensing (DFOS) systems provide critical asset monitoring by utilizing standard fiber optic cables as sensors. These systems enable precise measurement of temperature, strain, and acoustic signals along the entire length of an optical fiber.