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Optimization-oriented multi-layer model reconstruction algorithm via objective consensus for renewable-integrated power systems

delete2025-08-05
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PRE
AI
K
Kaifeng Wang
L
Lin Ye *
A
Anupam Trivedi
Y
Y Wang
D
Dipti Srinivasan *
DOI:10.1016/j.energy.2025.137893delete
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Abstract

Abstract

En 中文
• Multi-layer model reconstruction algorithm enhances the solution efficiency. • Objective-consensus analysis clusters identical resources for joint optimization. • High-dimensional model split into simpler sub-models solved in hierarchy. • Iterative reconstruction cuts runtime by up to 80 % with negligible cost error.
Keywords:
multi-layer model reconstruction
objective-consensus analysis
high-dimensional model decomposition
hierarchical optimization
iterative reconstruction

Journal

Energy cover
Energy
IF:
9.4
Papers:
4.2W
Citations:
20.2W

Organization

C
china agricultural university
Scholars:
5.0W
Papers: 2.9W
Citations: 43
N
National University of Singapore
Scholars:
7.5W
Papers: 6.4W
Citations: 11.4W