Oil sensors are essential for detecting the presence of oil in water, enabling real-time monitoring of potential spills and contamination. These sensors play a critical role in protecting aquatic ecosystems from the harmful effects of oil pollution and supporting environmental preservation. Various detection methods are employed by oil sensors, including optical, ultrasonic, and electrical techniques. […]