“…Generally, the fluid is driven by the piezoelectric pump through the piezoelectric vibrator and special structures. It has the advantages of a simple structure [ 15 ], easy miniaturization [ 16 ], and no electromagnetic interference [ 17 ], leading to widespread use in microfluidic applications [ 5 , 6 , 7 ], medical equipment [ 18 , 19 , 20 ], fuel cells [ 21 , 22 , 23 ], and other fields. In terms of structure, piezoelectric pumps can be divided into valve-based piezoelectric pumps and valve-less piezoelectric pump [ 13 ].…”