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On the Computational Viability of Quantum Optimization for PMU Placement

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arxiv 2001.04489 v1 pith:5KDLOESJ submitted 2020-01-13 quant-ph cs.ETcs.SYeess.SYmath.OC

classification quant-phcs.ETcs.SYeess.SYmath.OC
keywords cplexquantumsystemsannealerannealingcomputationalgenerationhardware
verification ladder T0 review T1 audit T2 compute T3 formal
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Using optimal phasor measurement unit placement as a prototypical problem, we assess the computational viability of the current generation D-Wave Systems 2000Q quantum annealer for power systems design problems. We reformulate minimum dominating set for the annealer hardware, solve the reformulation for a standard set of IEEE test systems, and benchmark solution quality and time to solution against the CPLEX Optimizer and simulated annealing. For some problem instances the 2000Q outpaces CPLEX. For instances where the 2000Q underperforms with respect to CPLEX and simulated annealing, we suggest hardware improvements for the next generation of quantum annealers.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Quantum Computing for Energy Management: A Semi Non-Technical Guide for Practitioners

    quant-ph 2024-11 unverdicted novelty 2.0 of 10

    A review-based guide concludes that quantum speedup for energy management is unproven and presents a practical framework for selecting quantum and quantum-inspired approaches.

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