Quantum for Energy and Utilities 2026
Page 22 of 45 · WEF_Quantum_for_Energy_and_Utilities_2026.pdf
Power and grid
infrastructure3
As power systems become more decentralized
and volatile, quantum technologies could improve
grid control, security and energy storage.
3.1 Transmission
Transmission system operators (TSOs) manage
the high-voltage backbone of the grid. Their core
challenge is maintaining stability and flow control
in a network increasingly dominated by inverter-
based resources.
Optimal power flow (OPF)
OPF is the mathematical problem of determining the
most efficient generator dispatch settings to meet
demand while respecting physical grid constraints
(such as thermal limits and voltage stability).
Optimizing power flows across a large grid is
computationally hard, so real operations often
use simplified models. Quantum methods,
typically paired with classical computers, aim
to explore more options faster and surface
better operating points; pilots such as E.ON
working with D-Wave have tested this method
on renewable-heavy grid scenarios.Grid partitioning and contingency analysis
To manage resilience, grids can be partitioned into
self-sustaining islands (microgrids) during faults to
prevent cascading blackouts. Quantum-classical
hybrid solvers can optimize how a decentralized
grid is split into local clusters that can “island” as
microgrids. This can help absorb local surplus
power and reduce the risk of cascading outages,
and it fits well because the task is essentially a
network-splitting problem.
Real-time fault detection
Transmission operators increasingly depend on
high-frequency measurement streams to identify
abnormal conditions before they propagate
into outages. As inverter-based resources and
weather-driven generation increase volatility,
the value of low-latency detection and control
grows. Quantum-enhanced signal processing and
anomaly detection sensors are being explored to
accelerate pattern recognition in high-frequency
phasor measurement streams, with the goal of
flagging line stress or incipient faults early enough
for preventive re-dispatch, protection adjustments
or operator intervention.The power grid is evolving from a centralized, unidirectional system into a “system of
systems”, requiring real-time orchestration of millions of active endpoints. The integration
of renewable energy and distributed energy resources (DERs) introduces stochasticity
that challenges traditional grid management paradigms.
Quantum for Energy and Utilities: Key Opportunities for Energy Transition
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