The partnership will focus on a two-year AI project using machine learning to monitor and optimise the conditions for carbon capture helping reverse the effects of climate change
Walton Institute and carbon capture pioneers NEG8 Carbon have joined together to optimise its Direct Air Capture (DAC) technology using AI and machine learning.
NEG8 Carbon, Ireland’s first Direct Air Capture (DAC) company, has developed ground-breaking technology that removes carbon dioxide from the atmosphere. The CO2 can be repurposed or stored safely, thereby reversing the effects of climate change.
The partnership with Walton Institute will focus on a two-year AI project using machine learning to monitor and optimise the conditions for carbon capture.
Predicting the optimal cycle
NEG8 Carbon’s technology works with a solid sorbent material to attract CO2 from the atmosphere. The efficiency of the DAC unit is influenced by several external factors, including air temperature, humidity, the condition of the sorbent material and the type, cost and availability of renewable energy.
Predicting the optimal cycle is challenging due to these variances and unstable energy market prices.
The project with Walton Institute will examine optimal carbon capture release and regenerate cycles using predictive machine learning to monitor the data on climatic conditions, energy prices, and sorbent conditions.
Unprecedented insight
The AI control system will provide unprecedented insight into the conditions needed to maximise sorbent material longevity and minimise the cost of sorbent regeneration.
Dr John Breen, Chief Technology Officer, NEG8 Carbon explains, "To fully realise the potential of machine learning, the system will need to interpret data over time to allow for precise predictions and "what if" functionality integrated into the system. This will give us incredible insight into the most efficient way to remove carbon from the atmosphere using NEG8 Carbon technology.
We are thrilled to partner with Walton Institute on this exciting project, a significant step forward as we advance our carbon capture technology."
The two-year AI project by NEG8 Carbon and Walton Institute will commence in Q3 of 2024.
AI and sustainability
Dr Indrakshi Dey, Head of the Programmable Autonomous Systems (PAS) Division at Walton Institute at South East Technological University (SETU) commented, “While collaborating with Neg8 Carbon, we aim to harmonise technological advancements in AI with environmental responsibility through decentralised learning and autonomous agent-based optimisation.
Partnering with Neg8 Carbon in employing AI-aided monitoring and optimisation of conditions for carbon capture, we commit to a future where technology and sustainability go hand-in-hand.”
NEG8 Carbon has emerged as a leader in direct air capture technology. Its vision is to develop large-scale Direct Air Capture parks, scaling to capture millions of tonnes of CO2, driving towards a sustainable planet.
For more information about NEG8 Carbon, tap here.