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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

A. Rey

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Review Open access Sep 2026

A Data-Driven, Survey-Based Bottom-Up Load Modeling and Optimization Framework for Hybrid Renewable Energy Systems in Standalone Microgrids

 The precise configuration of standalone hybrid renewable microgrid systems in remote regions is frequently obstructed by a critical lack of historical consumption data. This paper introduces a mathematically rigorous, data-driven framework that bridges this "information gap" by merging bottom-up, appliance-level load...

A. Rey, Ginno L. Andres, Arvin R. De La Cruz · 0 citations

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