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AI Process Mapper for the Waste & Recycling Industry

AI Process Mapper for the Waste & Recycling Industry
废物处理人工智能流程图
批准号:
10031051
负责人:
金额:
$22.19万
依托单位:
依托单位国家:
英国
项目类别:
Collaborative R&D
财政年份:
2022
资助国家:
英国
项目状态:
已结题
起止时间:
2022 至 --

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中文摘要
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英文摘要
SortFlow Limited is a London-based cleantech company which has developed, a platform to design, model and virtually test waste recycling processes.In this project, we will develop a new software module which takes data collected from optical sorting equipment and Artificial Intelligence (AI) vision systems in waste sorting and recycling plants, and integrates it into an AI powered live process map. The AI Process Mapper will provide to plant operators real time actionable insight into process performance, causes for underperformance and corrective action recommendations.As part of the project, we will process the data collected from pilot plants through machine learning models using 'supervised learning' to identify patterns and connections between the output qualities measured and sorting equipment infeed data in the sorting lines to understand the reasons behind performance variations and identify opportunities to improve, optimise processes and make performance predictions.The solution will optimise plant recycling processes and provide better recovery and purity of recyclable waste materials, which will in turn help to reduce the amount of recyclables being landfilled or incinerated (and the associated CO2 emissions) and increase revenue for waste and recycling facilities.
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海外基金
Neural Process模型的多样化高保真技术研究
磁转动超新星爆发中weak r-process的关键核反应
多臂Bandit process中的Bayes非参数方法
  • 批准号:
    71771089
  • 项目类别:
    面上项目
  • 资助金额:
    48.0万元
  • 批准年份:
    2017
  • 负责人:
    吴贤毅
  • 依托单位: