A Unified Generative-AI Framework for Smart Energy Infrastructure: Intelligent Gas Distribution, Utility Billing, Carbon Analytics, and Quantum-Inspired Optimisation
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The accelerating convergence of smart metering, generative artificial intelligence, and quantum-inspired combinatorial optimisation is reshaping how energy utilities manage physical infrastructure, customer engagement, and environmental accountability
Pavan Manjunath, Thomas pruefer• 2026
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Demand Forecasting | Gas Demand (test) | MAPE2.1 | 4 | |
| Demand Forecasting | Electricity Demand (test) | MAPE (%)2.7 | 4 | |
| Leak-risk detection | Synthetic gas network segment-level (test) | Precision91 | 4 | |
| Resource Scheduling | 60-day window (test) | Convergence Iterations5 | 3 |
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