Following the significant earthquake that struck Hualien on April 3, 2024, the National Center for Research on Earthquake Engineering (NCREE) promptly conducted investigations in the affected area. It was observed extensive damage to suspended air conditioning units in hospitals and schools, resulting in substantial financial losses and impacting the functionality of these buildings. To attain a thorough understanding of the seismic performance and dynamic behavior of suspended air conditioning units, as well as to advance domestic seismic construction techniques, a series of full-scale shaking table tests on air handling units were conducted at the NCREE Tainan Laboratory. This paper will present the cases of damage observed in suspended air conditioning units during the Hualien earthquake and introduce the preliminary research findings from the shaking table tests.