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Researchers Use AI and Digital Twins to Make Air Travel More Efficient and Resilient
International ·
Researchers are applying AI and digital twin technology to improve efficiency and resilience of air travel. Digital twins enable modeling and optimization of processes, while AI helps analyze data and predict situations. Specific details on scale and data are not provided.
Why it matters
The news illustrates application of digital twins to manage large transportation systems, which aligns with CDG tasks.
В Северной Осетии активно внедряют умные технологии для контроля дорожной сети. Камеры фиксируют нарушения, на трассах работают пункты весогабаритного контроля, а во Владикавказе создаётся цифровой двойник города. Пассажиры смогут отслеживать движение трамваев в приложении.
Industrial environments are increasingly characterized by the tight interaction among physical processes, communication infrastructures, and intelligent applications. In this context, Digital Twins (DTs) have emerged as a key technology for system analysis and optimization.
Growing automation makes collaborative robots work in more variable environments, increasing the need for adaptation. We propose a human-in-the-loop online training framework combining a digital twin (DT), reinforcement learning (RL), and human demonstrations.