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AI and the Potential to Create Digital Twins to Transform Military Logistics
[Zeitschriftenartikel]
Abstract Efficient and reliable military logistics are essential to the success of military operations. When effectively integrated into logistics planning and decision-making, Artificial Intelligence (AI) can simplify complex logistics operations. Digital twins are digital representations of physical object... mehr
Efficient and reliable military logistics are essential to the success of military operations. When effectively integrated into logistics planning and decision-making, Artificial Intelligence (AI) can simplify complex logistics operations. Digital twins are digital representations of physical objects, systems, or processes. When powered by AI, digital twins have the potential to make military logistics smarter, more efficient, and cost-effective. It is proposed that all military equipment (embedded with sensors) and military depots in the Indian Army should have their AI digital twins created to facilitate predictive maintenance and AI-driven demand forecasting respectively. An attempt has been made to explore and validate the proposed concepts through two prototype machine-learning projects. The article further delves into the implementation aspects of AI digital twin-based predictive maintenance and
demand forecasting followed by key recommendations for adoption in the Indian Army.... weniger
Thesaurusschlagwörter
Militär; Logistik; Kriegsführung; künstliche Intelligenz; Indien
Klassifikation
Friedens- und Konfliktforschung, Sicherheitspolitik
Freie Schlagwörter
Supply Chain Management
Sprache Dokument
Englisch
Publikationsjahr
2023
Seitenangabe
S. 141-157
Zeitschriftentitel
CLAWS Journal, 16 (2023) 2
ISSN
2319-5177
Status
Veröffentlichungsversion; begutachtet (peer reviewed)
Lizenz
Creative Commons - Namensnennung, Nicht kommerz., Keine Bearbeitung 4.0