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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Ji-Yeon Kang

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Open access Oct 2026

A Two-Layer Signal Validation and Temporal Analysis Framework for Environmental Sensor Fault Detection in a Small-Scale Vertical Farm

Reliable environmental sensing is essential for stable monitoring and control in vertical farms; however, high data-acquisition completeness does not ensure that measurements are valid, temporally consistent, or operationally meaningful. This study proposed an interpretable two-layer framework that distinguished direct...

Md. Ashikur Rahman, Md Nasim Reza, E. Zakir et al. · 0 citations

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