Calibration equipment is mobile, sensitive, costly, and shared across laboratories and project sites. Insufficient control over its identity, location, calibration status, transport condition, custody, accessories, and return schedule can delay commissioning, result in unnecessary purchases, and expose energy projects...
A five-layer framework linking sensing, trusted data engineering, hybrid analytics, risk-based decision support, and continuous learning is proposed, including asset-specific baselines, physics-informed models, explainability, cybersecurity, model-drift monitoring, and phased field validation.
M. Javeed· Global academic journal of e...· 0 citations
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