Unit commitment at industrial scale, benchmarked against the MILP you run
A unit-commitment problem of 25,755 variables and 48,939 constraints solved feasibly with a photonic quantum processor inside a hybrid MILP decomposition, on a national-laboratory testbed. The commercial MILP solver was better at short runtimes; the hybrid was competitive at longer ones. These findings do not establish a commercial quantum benefit.
Headline result
25,755 variables
25,755 variables and 48,939 constraints; quantum solutions feasible; the MILP solver better at short runtimes, the hybrid competitive at longer runtimes
Platform networkMeasured on quantum hardware
01 · The decision
The decision on the table
Which generating units to commit, period by period, under ramping, reserve and network constraints. The problem is solved every day with a commercial MILP solver, and any new method has to be measured against it, not around it.
02 · What we did
What we did, with proprietary methods
The commitment sub-problem was carved out of a MILP decomposition and run on a photonic quantum processor; the rest stayed classical. Every quantum solution was checked for feasibility, and the runtime was compared with the commercial solver at matched quality.
03 · What it was worth
What it was worth
25,755 variables and 48,939 constraints; quantum solutions feasible; the MILP solver better at short runtimes, the hybrid competitive at longer runtimes
A feasible dispatch at industrial size
Baseline
the commercial MILP solver on the same instance
Condition
25,755 variables and 48,939 constraints; quantum solutions feasible; the MILP solver better at short runtimes, the hybrid competitive at longer runtimes
A straight answer on where your solver still wins
Baseline
vendor claims without a matched comparison
Condition
next-generation figures are labelled projections; the publisher states the result does not establish a commercial quantum benefit
Outcome
What happened next
For a client, the next step is the first engagement on this page’s industry: you send one expansion case, as a network file with in-service status honoured. You get back the proven plan and the gap. Two weeks.
Decision it enabled
A feasible dispatch at industrial size
Instead of: the commercial MILP solver on the same instance
Verified by · Delivered through our platform network; photonic quantum processor plus classical MILP; pilot; the result does not establish a commercial quantum benefit.
05 · How we know
How we know
0125,755 variables / 48,939 constraints; QPU solutions feasible; the commercial MILP solver better at short runtimes; the hybrid competitive at longer runtimes. Photonic processor plus classical decomposition.
02Pilot on a national-laboratory testbed. Next-generation figures in the source are projections and are not quoted here.
03Not claimed: a commercial quantum benefit. The source says so and this page carries it over.
StatusPlatform networkMeasured on quantum hardwareDelivered through our platform network; photonic quantum processor plus classical MILP; pilot; the result does not establish a commercial quantum benefit.
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