Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 237 - 250

Published: May 1, 2025

Economic impact of AI intervention in crash prevention systems through the use computer simulations using digital twins done with Siemens NX and Simcenter. The research shows how technology can virtually explore several angles fine-tune its algorithms, as well estimate practical risks cost factors. Trial outcomes indicate an overall collision rate reduction by 40%, 30% lower medical expense, 25% vehicle repair comparison to conventional AI-based approaches separately. Further, this approach retained 85% prediction accuracy besides cutting down false positive 15% hence, increasing system credibility. effectiveness Digital Twins for scenario testing calculation is underlined, thus potential proposed future development scalable. It ascertained that simulation-based assessments offer a stable paradigm comparing AI-driven safety features automobiles hence earning better road economic impacts.

Language: Английский