In the automotive and transportation industry, conventional leaf springs have long served as a cornerstone of suspension systems, particularly in heavy-duty trucks, trailers, and commercial vehicles. Their simple yet robust design provides essential functions—supporting static loads, absorbing dynamic shocks, and maintaining vehicle height stability under varying conditions. However, despite their apparent simplicity, the fatigue life…