Smart and transparent grid stability prediction for efficient energy management using explainable AI

doi:10.1016/j.esr.2026.102083

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Smart and transparent grid stability prediction for efficient energy management using explainable AI

2026-01-24

Gulfaraz Anis

Naila Samar Naz

Taher M. Ghazal

Muhammad Sajid Farooq

Muhammad Saleem

Chan Yeob Yeun *

Munir Ahmad

Muhammad Adnan Khan *

DOI：10.1016/j.esr.2026.102083

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Abstract

En 中文

The proposed model enhances the existing approaches’ effectiveness and adaptability across various energy applications by directly addressing the outlined limitations of prior methodologies, as described by the authors of the current model. • Enhancing Explainability and Transparency:

Keywords:

Smart grid stability

Efficient energy management

Explainable AI

LIME

Machine learning

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