Continual learning for energy management systems: A review of methods and applications, and a case study

Continual learning for energy management systems: A review of methods and applications, and a case study

<p>An intelligent system must incrementally acquire, update, accumulate, and exploit knowledge to navigate the real world’s intricacies. This trait is frequently referred to as Continual Learning (CL), and it can be limited by catastrophic forgetting, a phenomenon in which learning a new task...

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Bibliographic Details
Main Author: Aya Nabil Sayed (17317006) (author)
Other Authors: Yassine Himeur (14158821) (author), Iraklis Varlamis (9288743) (author), Faycal Bensaali (12427401) (author)
Published: 2025
Subjects:
Engineering
Electrical engineering
Information and computing sciences
Artificial intelligence
Machine learning
Continual learning
Lifelong learning
Deep learning
Catastrophic forgetting
Energy management systems
Non-intrusive load monitoring
Demand-side management
Fault/anomaly detection
Load forecasting
Renewable energy integration
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