果冻影院

A 果冻影院 spin-out company, co-founded by experts in the 果冻影院 Bartlett School, is using artificial intelligence to help some of the world鈥檚 biggest carbon emitters to decarbonise.

Energy-intensive industries such as cement and steel account for more than 20% of all global carbon emissions. De-carbonising the big polluters is at the forefront of efforts to slow climate heating. But for cement and steel manufacturing, this is a huge challenge.

Researchers in the 果冻影院 Bartlett School of Environment, Energy & Resources (BSEER) are rising to the challenge and have developed an advanced artificial intelligence (AI) software platform that is now helping to reduce carbon emissions in manufacturing plants by up to 20%.

鈥�鈥淲e create a 鈥榙igital twin鈥� of the manufacturing plant to identify points in the process where large amounts of energy are consumed.鈥�

In 2021, Dr Aidan O鈥橲ullivan (果冻影院 BSEER) and his partners at the University of Cambridge鈥檚 Institute for Manufacturing and Canadian AI start-up Element AI, founded a company called Carbon Re, to market the software and help manufacturing plants use it to drastically reduce their emissions.

The spin-out was established with support from 果冻影院B, 果冻影院鈥檚 commercialisation company, and a 拢1 million investment led by the Clean Growth Fund, 果冻影院鈥檚 Technology Fund and Cambridge Enterprise. It is the first university spin-out to be jointly funded by both 果冻影院 and Cambridge.

The revolutionary software 鈥� Delta Zero 鈥� uses a form of AI called Deep Reinforcement Learning. This allows engineers to simulate large production plants and identify where processes can be adapted and improved to reduce carbon emissions.

鈥淲e create a 鈥榙igital twin鈥� of the manufacturing plant using historic datasets of its physical and chemical processes,鈥� explains Dr O鈥橲ullivan, who is leading the research. 鈥淭he software then performs complex analyses to identify points in the process where large amounts of energy are consumed.鈥�

Using this learned experience, the AI system finds solutions tailored to the individual plant. Once implemented, the recommended changes can reduce emissions by up to 20% and associated fuel costs by 8%.

Carbon Re鈥檚 team of engineers, researchers, strategists and policy experts is already transforming cement manufacturing and is set to help decarbonise other energy intensive industries, such as steel, in the next two years. At the same time, the improved efficiencies will save the companies millions of pounds through reduced energy consumption.

In addition, the benefits can be seen almost immediately 鈥� the analysis can be performed without new hardware or operator training and the recommended adaptations easily incorporated into existing operating schedules.

"At Carbon Re we're translating AI research into gigatonnes of impact on emissions and solving some of the biggest challenges associated with climate change," adds Dr O鈥橲ullivan.

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