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International Journal of Creative and Open Research in Engineering and Management

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ISSN: 3108-1754 (Online)
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Volume 02, Issue 9

Published on: September 2026

A HUMAN-CENTRIC INTEGRITY FRAMEWORK FOR DIGITAL TWIN–ENABLED QUANTUM LOGISTICS AND SUPPLY CHAINS

Kanade U

Shinde S

Department of Mathematics

Government College of Engineering, Karad, Maharashtra, India
DOI:https://doi.org/10.55041/ijcope.v2i9.058

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Abstract

Gated multi-echelon twins must separate spectral confound from custody, grant, freshness, and surplus energy before any annealer is invoked. Raw IoT streams mix clock offset, intensity drift, stale packets, unauthorized holds, and physical-integrity loss with genuine structural disruption. An FKF–FKL layer isolates translation, exponential modulation, and residue resonance, while an integrity layer admits only fresh, authorized, and sealed actions into the twin and the QUBO set. The construction is interpretive: it writes shift-invariant operators a twin can update under sequential convergence on a testing-function space.

Keywords—shift-invariant spectral analysis; multi-echelon lead times; supply-chain resilience; digital transformation; quantum logistics/annealing; QUBO–ULD optimization; smart logistics; IoT; intelligent transportation; Industry 5.0; human-centric automation; sustainable logistics; hybrid-electric/plug-in hybrid vehicles; battery sizing; solar-assisted mobility.

How to Cite this Paper

U, K. (2026). A Human-Centric Integrity Framework for Digital Twin–Enabled Quantum Logistics and Supply Chains. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(9), 1-9. https://doi.org/10.55041/ijcope.v2i9.058

U, Kanade. "A Human-Centric Integrity Framework for Digital Twin–Enabled Quantum Logistics and Supply Chains." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 9, 2026, pp. 1-9. doi:https://doi.org/10.55041/ijcope.v2i9.058.

U, Kanade. "A Human-Centric Integrity Framework for Digital Twin–Enabled Quantum Logistics and Supply Chains." International Journal of Creative and Open Research in Engineering and Management 02, no. 9 (2026): 1-9. https://doi.org/https://doi.org/10.55041/ijcope.v2i9.058.

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References


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  • •Published on: Sep 08 2026
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