Piezoelectric sensors

How do you build an op map circuit for a piezoelectric film sensor. I am currently using a single supply op amp: TL031CP, but I don't seem to be able to make it work with just 0 to 5. I have to use a negative power supply to make the sensor spitout acceptable values