A Level-Regularized Two-Oracle Benders Decomposition for Generation-Transmission Expansion Planning

Vol 57, 2025 - 340778
Extended Abstracts (EA)
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Abstract

Generation and transmission expansion planning is commonly addressed via Benders decomposition coupled with an operational model. Big-$M$ formulations used to enforce Kirchhoff's Voltage Law (KVL) on candidate circuits distort Benders cuts: dual multipliers become scaled by large constants, producing oscillatory investment signals. We propose a two-oracle framework that separates well-conditioned cut generation, provided by a relaxed-KVL oracle, from exact feasibility-enforcing cuts obtained from the standard subproblem. The master problem is stabilized by level regularization. Preliminary results on a real system indicate fewer oscillations and faster gap reduction compared to traditional approaches.

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Institutions
  • 1 PSR
Track
  • EN&OG – OR in Energy, Oil and Gas
Keywords
energy
generation-transmission expansion planning
Benders decomposition
level regularization