The development of a dynamic analytics software platform, which explains the key core dependencies of the vast multifaceted metrology problems within volume manufacturing through a highly visual interactive interface

动态分析软件平台的开发，通过高度可视化的交互界面解释了批量制造中大量多方面计量问题的关键核心依赖关系

• 批准号: 104049
• 金额: $ 51.27万
• 依托单位: ADVANCED ANALYTICS LABS LTD
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2018
• 资助国家: 英国
• 起止时间: 2018 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=104049
• 关键词: development; dynamic; analytics; software; platform

"This project seeks to develop a dynamic analytics software platform, which explains the key core dependencies of the vast multifaceted metrology problems within volume manufacturing through a highly visual interactive interface where final product performance is determined by the degree of conformance to a 'sameness' metric. This innovative approach pioneered by Belfast-based SME, Data Analytics Labs (DAL) will initially be deployed in one of the critical process blocks at the Seagate Technology wafer fabrication site in Springtown, Northern Ireland. This capability will enable improved productivity through faster cycles of learning for new product introductions, reduced scrap and faster time-to-volume ramps.The project brings together a world-class interdisciplinary UK team. Data Analytics Labs is an ambitious SME with strong growth projection through both collaborative industrial research and independent R&D. DAL has expertise in advanced modelling, machine learning, big data analytics and data engineering.DAL will be able to exploit commercial benefits of a new novel diagnostic and visualisation algorithm application in other technological areas, such as semiconductors, for which commercial exploitation is a viable short or medium term goal.Seagate Technology is a world leader in data storage technology, with approximately 40% share of the global hard disc drive (HDD) market. The Springtown facility produces around 25% of the total global demand for recording heads, the critical sensor in a HDD. As one of only five comparable wafer fabrication sites in the world and the only site in Europe, Seagate is ideally placed to demonstrate commercial viability of the analytics platform in Northern Ireland.For DAL the benefits of grant funding will be significant. This project will enable DAL to prove the viability of a dynamic analytics software platform technology in the data storage field, opening up many business opportunities within the semiconductor industry, an industry which DAL has yet to penetrate."

“该项目旨在开发一个动态分析软件平台，通过高度可视化的交互界面解释批量制造中大量多方面计量问题的关键核心依赖性，其中最终产品性能由与‘相同’指标的符合程度决定。这种创新方法由位于贝尔法斯特的中小企业数据分析实验室 (DAL) 首创，最初将部署在希捷的关键流程模块之一中。 位于北爱尔兰斯普林敦的技术晶圆制造厂。该功能将通过更快的新产品推出学习周期、减少废品和更快的量产时间来提高生产力。该项目汇集了世界一流的跨学科英国团队。数据分析实验室是一家雄心勃勃的中小企业，通过协作工业研究和独立研发实现强劲的增长预测。 DAL 拥有高级建模、机器学习、 大数据分析和数据工程。DAL 将能够在半导体等其他技术领域利用新型诊断和可视化算法应用程序的商业利益，商业开发是可行的短期或中期目标。希捷科技是数据存储技术的全球领导者，约占全球硬盘驱动器 (HDD) 市场的 40% 份额。斯普林敦工厂生产的录音需求量约占全球录音需求总量的 25% 磁头，HDD 中的关键传感器。作为全球仅有的五个可比晶圆制造工厂之一，也是欧洲唯一的工厂，Seagate 非常适合展示北爱尔兰分析平台的商业可行性。对于 DAL 而言，赠款资金的好处将是巨大的。该项目将使 DAL 能够证明动态分析软件平台技术在数据存储领域的可行性，从而在半导体领域开辟许多商机 行业，DAL 尚未渗透的行业。”