GreenWave: Accelerated Perovskite Solar Cell Production with Machine Learning and Eco-Solvents

Australia's Economic Accelerator (AEA) - Ignite
This project aims to transform the manufacturing of perovskite solar cells by developing a green, high-throughput production process using advanced machine learning. The focus is on replacing toxic solvents with environmentally friendly alternatives, accelerating production with innovative microwave annealing, and implementing real-time quality control to ensure superior product consistency. The significance of this project lies in its potential to drastically reduce manufacturing costs and environmental impact, positioning Australia as a leader in the global solar cell market, which is projected to reach USD 7.2 billion by 2030. Expected outcomes include the development of an efficient, scalable, and eco-friendly manufacturing process that meets industry demands for sustainability and cost-effectiveness. This will enhance Australia’s competitiveness in renewable energy, contribute to national emissions reduction targets, and drive economic growth by creating jobs and attracting investment. The project will also support the global transition to clean energy, helping to mitigate climate change and promote long-term environmental sustainability.