Water level sensor modules are usually minified conductivity liquid level sensors. They mainly use variable resistance to ascertain the amount of water in the container.To overcome this issue, we suggest you to never power the sensor continuously, but power the sensor only when reading the sensor's benefit. This can be done by connecting the sensor