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LLM-Based Supervisory Framework for Context-Aware MPPT Algorithm Selection in Photovoltaic Systems

https://doi.org/10.2139/ssrn.6998711
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inferredcites →https://doi.org/10.1002/ett.3856openalex-snapshot
Grid integrated photovoltaic system with fuzzy based maximum power point tracking control along with harmonic elimination
inferredcites →https://doi.org/10.1016/j.egyr.2024.01.020openalex-snapshot
Comprehensive comparisons of improved incremental conductance with the state-of-the-art MPPT Techniques for extracting global peak and regulating dc-link voltage
inferredcites →https://doi.org/10.1016/j.egyr.2026.109129openalex-snapshot
ANN-based PV-integrated power conditioning system for MPPT optimization and power quality enhancement in hybrid microgrids
inferredcites →https://doi.org/10.1016/j.enbuild.2024.114278openalex-snapshot
Large language model-based interpretable machine learning control in building energy systems
inferredcites →https://doi.org/10.1016/j.enconman.2018.06.003openalex-snapshot
Maximum power point tracking using Hill Climbing and ANFIS techniques for PV applications: A review and a novel hybrid approach
inferredcites →https://doi.org/10.1016/j.nxener.2025.100499openalex-snapshot
Solar PV in the 21st century: Aligning technological growth with sustainability
inferredcites →https://doi.org/10.1016/j.nxener.2026.100658openalex-snapshot
Application of hippopotamus optimization algorithm based maximum power point tracking for photovoltaic systems operating under partial shading conditions
inferredcites →https://doi.org/10.1038/s41598-025-03154-wopenalex-snapshot
Hybrid fuzzy logic approach for enhanced MPPT control in PV systems
inferredcites →https://doi.org/10.1080/19401493.2025.2605465openalex-snapshot
Cost-optimal residential energy scheduling via a zero-shot LLM agent and model predictive control
inferredcites →https://doi.org/10.3390/en18195053openalex-snapshot
Hybrid Artificial Neural Network and Perturb & Observe Strategy for Adaptive Maximum Power Point Tracking in Partially Shaded Photovoltaic Systems
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