Ischemia/reperfusion (I/R) injury during renal transplantation remains a prevalent challenge. Recent studies proposed protective effects against renal I/R injury using electric fields during organ preservation stage. However, I/R process extends to the post reperfusion stage and traditional electrical stimulation methods face limitations, requiring power sources and electrodes. Hence, there is a need for implantable, biodegradable materials capable of continuously generating electrical stimulation to treat kidney I/R injury over an extended period. In this work, a polylactide/Vitamin B2 (PLLA/VB2) composite nanofibrous membrane was designed. The incorporation of VB2 into PLLA, coupled with electrospinning, significantly enhanced its piezoelectric performance and flexibility, thereby enabling optimal adherence and efficient in-situ electrical stimulation. Experimental results underscored that PLLA/VB2 nanofibrous membrane could mitigate tubular injury, facilitate cell regeneration, and alleviate interstitial fibrosis possibly by preserving mitochondrial structure and function. This innovative approach not only pioneers new strategies for addressing I/R related conditions but also offers potential treatments for a range of diseases linked to oxidative stress.