Silicon Quantum Computing and Schneider Electric's Game-Changing Energy Forecasting Collaboration

A Quantum Leap in Energy Forecasting

In a groundbreaking development, Silicon Quantum Computing (SQC) has partnered with Schneider Electric, unveiling the next phase of energy forecasting through innovative hybrid quantum-classical models. This partnership marks an exciting progression in Australia’s ambition to harness critical technologies for a sustainable future. With significant funding from the Australian Government's Critical Technologies Challenge Program, they are now set to significantly improve energy management and forecasting.

The collaboration focuses on addressing the challenges faced by modern energy systems. Today, energy grids encounter unprecedented pressure due to the rapid growth of distributed energy resources, including rooftop solar panels, electric vehicles, and home batteries. Forecasting the fluctuating energy demands and supply becomes increasingly complex in this dynamic landscape.

The Role of Quantum Technology

During the initial phase of this partnership, SQC explored the capacities of its Watermelon™ system—a quantum-enhanced AI chip designed to improve forecasting accuracy. This approach not only harnesses quantum computing principles but integrates them with traditional forecasting models. The Watermelon system was tailored to extract quantum features alongside classical ones, forming richer predictive models that exhibited superior accuracy.

The results were promising: over a year of applying Watermelon for next-day energy forecasting, SQC and Schneider Electric achieved an impressive average improvement of 20% in accuracy, with some predictions soaring to a 41% enhancement when stacked against traditional benchmarks. This efficiency boost is not just numbers on a sheet; it translates to real-world implications such as reduced energy costs and optimized renewable energy deployment.

Advancing to Stage 2

With these remarkable outcomes from Stage 1, funding for Stage 2 secures a pathway for scaling these models. The next step involves expanding the application to numerous households across Australia, integrating these enhanced models directly into Schneider Electric's AI workflows. The collaboration aims to demonstrate how today's quantum systems can transition from theoretical potential to practical applications, thereby influencing energy consumption patterns and management.

Michelle Simmons, founder and CEO of SQC, emphasized the synergy of quantum processors working alongside classical CPUs and GPUs to yield tangible benefits across the energy sector.