In one aspect, there is provided a moisture detection system that includes: a moisture detection unit including: a moisture sensor configured to obtain a measurement that indicates an amount of moisture, and a Radio Frequency Identification (RFID) module coupled to the moisture sensor through multiple wires, where the RFID module includes an antenna and is configured to wirelessly transmit a telemetry message based on the measurement from the moisture sensor through the antenna and is further configured to wirelessly receive energy for powering the moisture detection unit through the antenna; and a control unit communicatively coupled to the moisture detection unit, where the control unit is configured to wirelessly receive the telemetry message from the RFID module and process the telemetry message to determine the amount of moisture measured by the moisture sensor.