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Background: Unstable rural micro-grids in Krui threaten temperature stability in frozen tuna and fresh seafood storage. Objectives: To evaluate an Edge-AI embedded predictive controller that balances phase-change thermal storage against dynamic electricity tariffs and automated penalty smart contracts. Methods: Real-time embedded edge micro-controller deployment with adaptive neural predictive control and Ethereum-compatible smart contract settlement. Results: Compresses thermal excursions by 89% and automates non-performance compensation within 12 seconds of breach, shielding smallholder operators from systemic liquidity shock. Conclusion: Predictive control combined with automated smart contracting provides an operational shield for maritime supply chains in 3T frontier zones. Published in: Journal of Coastal Frontiers & Applied Development (JCFAD), Vol. 1 No. 1 (2026), pp. 1–12. Official publisher: PT CHAIN ASIA CONECT Research & Development Division.
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Ilham Pradani (2026) studied this question.
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