Hello,
To help you better, tell us something about the mechanical stimulus that is applied to your piezo transducer and the application. Keep in mind that energy from piezo devices has high impedance mostly, making storage more difficult (leakage issues, conversion issues).
There are devices that use a two-stage approach. The mechanical energy to be harvested is stored in another form (for example mechanical/magnetical spring) and then converted to electrical energy via (for example) a magnetic generator. The impedance of these devices matches easier to simple electronic circuits making storage and retrieval of the energy more efficient.