Component modeling and updating method of integrated energy systems based on knowledge distillation

Component modeling and updating method of integrated energy systems based on knowledge distillation

Amid the backdrop of carbon neutrality, traditional energy production is transitioning towards integrated energy systems (IES), where model-based scheduling is key in scenarios with multiple uncertainties on both supply and demand sides. The development of artificial intelligence algorithms, has res...

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Bibliographic Details
Main Authors: Xueru Lin, Wei Zhong, Xiaojie Lin, Yi Zhou, Long Jiang, Liuliu Du-Ikonen, Long Huang
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Energy and AI
Subjects:
Component modeling
Adaptive update
Knowledge distillation
Variable operating conditions
Integrated energy system
Data-driven
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824000168

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http://www.sciencedirect.com/science/article/pii/S2666546824000168

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