A very relevant aspect is that too low inflation for too long makes it more difficult to deal with public and private debt.
Related to this, as shown by recent research, the interaction of falling inflation and nominal interest rates at the ZLB with nominal debt and downward nominal rigidities can lead even favourable transitory supply shocks (such as a reduction of the price of oil) to have negative effects on economic activity.