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arXiv — cs.AI

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HXAI: Hierarchical Privacy-Preserving Explainable AI in Distributed Energy Systems

Balancing electricity demand and supply is increasingly difficult due to the inherent intermittency of renewable power generation and the stochastic power consumption. Grid operators require fine-grained, decision-relevant insights into household energy consumption to manage…

arXiv — cs.AIBy: Poushali Sengupta, Sabita Maharjan, Frank Eliassen, Yan ZhangOctober 5, 2026 (Oct 5)
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AI Summary & Key Takeaways

  • Balancing electricity demand and supply is increasingly difficult due to the inherent intermittency of renewable power generation and the stochastic power consumption
  • Grid operators require fine-grained, decision-relevant insights into household energy consumption to manage…
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HXAI: Hierarchical Privacy-Preserving Explainable AI in Distributed Energy Systems

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