Supply Chain Innovations in Automotive Risk Assessment With AI Algorithms DOI

G. Soundararajan,

Deepali Virmani, Pradeep Sharma

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 469 - 482

Published: May 1, 2025

This research looks at new strategies for risk assessment in automotive supply chains through the application of Digital Twin Technology conjunction with Artificial Intelligence analysis using Mindsphere from Siemens. The real-time data monitoring coupled predictive model and detailed scenario plan check also demonstrates how chain exposure could be managed. means that one can then use it to experiment failures make improvements. We were able identify 90% accuracy analytics saw a 95% success rate our testing, resulting improved readiness unexpected. concept supports economic savings including operational cost reduction 15% overall 30% unplanned disruption. method is valuable promotes decision making, enhanced anti-risk capacity provides solid foundation present management.

Language: Английский

Supply Chain Innovations in Automotive Risk Assessment With AI Algorithms DOI

G. Soundararajan,

Deepali Virmani, Pradeep Sharma

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2025, Volume and Issue: unknown, P. 469 - 482

Published: May 1, 2025

This research looks at new strategies for risk assessment in automotive supply chains through the application of Digital Twin Technology conjunction with Artificial Intelligence analysis using Mindsphere from Siemens. The real-time data monitoring coupled predictive model and detailed scenario plan check also demonstrates how chain exposure could be managed. means that one can then use it to experiment failures make improvements. We were able identify 90% accuracy analytics saw a 95% success rate our testing, resulting improved readiness unexpected. concept supports economic savings including operational cost reduction 15% overall 30% unplanned disruption. method is valuable promotes decision making, enhanced anti-risk capacity provides solid foundation present management.

Language: Английский

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