Abstract This paper develops a wheel profile fine-tuning system (WPFTS) that comprehensively considers the influence of on damage, vehicle stability, safety, and passenger comfort. WPFTS can recommend one or more optimized profiles according to train operators’ needs, e.g., reducing wear, mitigating development out-of-roundness (OOR), improving shape stability profile. Specifically, includes fo...