The hardware components of an IoT-based oil tank security system include level sensors, flow meters, communication modules (such as cellular or Wi-Fi), microcontrollers, and power supply units. These components work together to measure tank levels, transmit data, process information, and provide alerts, ensuring efficient and secure oil tank monitoring.