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sQUANTUM STRUCTURAL MODELLING
WHAT: Quantum Structural Modelling (sINFRASTRUCTURE)
Definition
A system that models, simulates, and optimises physical infrastructure (bridges, buildings, grids) using:
- Classical physics (finite element models)
- Real-time sensor data (IoT)
- AI prediction models
- Quantum / quantum-inspired optimisation
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WHY: PROBLEM & VALUE
Problems today
- Static design assumptions
- Limited scenario exploration
- Slow optimisation (huge combinatorial space)
- Reactive maintenance
What this solves
- Real-time structural intelligence
- Faster optimisation of designs
- Predictive failure detection
- Extreme scenario simulation (earthquake, load spikes)
Strategic value
- Cost reduction (materials + maintenance)
- Safety improvements
- Infrastructure lifespan extension
- New class of “self-optimising structures”
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HOW: SYSTEM ARCHITECTURE
A. Core Layers
- Structural Data Layer
-
Physics Engine (Classical Core)
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AI Layer
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Quantum / Optimisation Layer
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Digital Twin Layer
-
Dashboard Layer
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QUANTUM OPTIMISATION EXAMPLE
Problem:
Minimise material cost while maintaining safety
Variables:
- x1 = steel thickness
- x2 = support density
Objective:
Minimise: Cost(x1,x2) + Risk(x1,x2)
Quantum-style formulation:
- Convert to QUBO
- Solve using:
- D-Wave (annealing)
- QAOA simulator
