Treating severe burn wounds poses significant challenges, including considerable cell loss, excessive inflammation, and a high susceptibility to bacterial infections. Ideal burn dressings should exhibit excellent antibacterial properties, anti-inflammatory effects, and promote cell proliferation. Additionally, they need facilitate painless dressing changes and be user-friendly. Herein, we synthesized a thermosensitive hydrogel by crosslinking poly (N-isopropylacrylamide-co-allyloxybenzaldehyde) (PNA) and amino-terminated Pluronic F127 (APF) through a Schiff base reaction. It exhibited reversible gel-sol transition and spreadability. By incorporating piezoelectric gold nanoparticle-modified barium titanate (Au@BaTiO3) and cascade antioxidant MOF-818, a nanocomposite hydrogel dressing with diverse bioactive functionalities was developed. Results demonstrated that the nanocomposite hydrogel possessed gel-sol transition properties, maintained a stable gel state within a broad temperature range, and desirable self-healing property. Au@BaTiO3 exhibited good piezoelectric properties and ROS generation upon ultrasound stimulation, while MOF-818 displayed highly efficient cascade nanozyme activity. The combination of Au@BaTiO3 and MOF-818 promoted fibroblast proliferation and migration, reduced intracellular ROS levels, and induced anti-inflammatory polarization of macrophages under ultrasound stimulation. In vitro and in vivo antibacterial results disclosed that the nanocomposite hydrogel had excellent antibacterial activity under high-intensity ultrasound stimulation. When applied to infected burn wounds, the nanocomposite hydrogel can rapidly sterilize the wound upon initial high-intensity ultrasound, and then reduce inflammation and promote M2 macrophage polarization by the following low-intensity ultrasound stimulation, and thus accelerating the healing by improving granulation tissue formation, angiogenesis, and collagen deposition.