“…where n A is the number of appearances of Factor A in the OA table and (S/N) Am is the S/N ratio of Factor A at level m. This study also analyzed the resonance frequency, impedance, capacitance, and thickness of the piezoelectric materials by applying the Taguchi method. 17 We selected the above four factors which each has three levels of the piezoelectric materials, as shown in Table 3, and implemented the Taguchi OA L 9 (3 4 ) to perform the experiment, as denoted in Table 4. The parameters of the piezoelectric material included vibration frequency (kHz): 1.3, 4.0, and 6.6; resonant impedance (O): 100, 600, and 400; capacitance value (PF): 47,000, 20,000, and 14,000; and material thickness (mm): 0.2, 0.28, and 0.23.…”