“…Piezoelectric ceramics have played an important role in actuator and sensor applications due to their excellent electromechanical coupling properties and extremely fast response and have been widely studied by many researchers (Huang et al, 2011;Lim et al, 2001;Lim and Lau, 2005;Sethi et al, 2008;Tzou and Chou, 2001;Uchino, 1998;Yang et al, 2004;Yang and Xiang, 2007). In addition, piezoelectric ceramics, as embedded transducers, have been successfully applied to structural health monitoring of concrete in Song et al (2006Song et al ( , 2007 and Li et al (2010).…”