crossrefAutomation2026-05-05
Rationale for the Development of an Intelligent Digital Level Crossing Protection System Based on AI and Machine Vision: A Safety Analysis of Railway Crossings in the Republic of Kazakhstan
Kanibek Sansyzbay, Yelena Bakhtiyarova, Yesbol Turgambay, Laura Tasbolatova, Aigerim Kismanova, Akmaral Zhumagul
The article addresses the challenges of modernizing Kazakhstan’s railway infrastructure under conditions of technological dependence on foreign automation systems and obsolete relay-based equipment. These factors pose significant risks to economic and information security and lim…