Development of Artificial Intelligence and Machine learning for Accelerated Carbonation Technology - Carbon8

Carbon8是一家以研究为基础的初创企业，在碳捕获、利用和封存（CCUS）领域已经处于全球领先地位。通过我们的加速碳化技术（ACT），我们帮助工业脱碳，同时过渡到更循环的操作。我们直接从源头捕获二氧化碳，用于处理工业残留物和制造新材料。捕获的碳被锁定为创新的低碳产品，如轻质聚集体。我们的产品，二氧化碳容器的部署是我们的技术作为一个紧凑的，移动的CCUS解决方案的实现。它易于实施，避免了生产中断，是当今难以减少的行业的解决方案。我们的工艺既创新又复杂，并且在操作过程中捕获了大量的实验室和工艺数据。该项目的目的是与牛顿数学和先进可持续制造技术门户（ASTUTE 2020+）合作。这将使他们在高级统计分析和机器学习方面的技能面临挑战。输出将是一个创新的一步，在效率的过程中，将被编程到产品的控制系统。

Carbon8 is a research based start-up that is already a global leader in carbon capture, utilisation and storage (CCUS). Through our Accelerated Carbonation Technology (ACT), we help industry decarbonise while transitioning to a more circular operation. We capture CO2 directly from the source to treat industrial residues and manufacture new materials. The captured carbon is locked into innovative, low-carbon products such as lightweight aggregates.The deployment of our product, the CO2ntainer is the realisation of our technology as a compact, mobile CCUS solution. It allows for easy implementation, avoiding disruptions in production and is a solution that can help hard-to-abate sectors today.Our process is both innovative and complex and over the course of operations a significant amount of laboratory and process data has been captured. The intent of this project is to partner with the Newton Gateway to Mathematics and Advanced Sustainable Manufacturing Technologies (ASTUTE 2020+). This will bring their skills in advanced statistical analysis and machine learning to the challenge. The output will be an innovative step forward in the efficiency of the process which will be programmed into the control system of the product.