Assisting workflow in biomanufacturing with data visualizations

据估计，在生物技术生产中，每60周就会发生一次批次故障。如果单个批次的活性成分丢失，仅销售收入损失就相当于1500万美元。生物技术制造中的操作人员需要实时分析，这种分析易于心理处理，以便有效地管理批量处理。在车间使用的传统技术并不是为了帮助操作人员防止批次在报警状态下发生故障而设计的。此外，从批量生产经验中获得的知识会丢失给公司，因此需要通过提供趋势分析的解决方案确定最佳实践结果。该项目将分析生物技术制造工厂的工作流程，从操作员那里获得技术需求，并相应地提供原型解决方案。生产过程中导致批量故障的关键参数将被识别，分析解决方案将被确定

It is estimated that batch failures in biotechnology manufacturing occur every 60 weeks per facility. A single batch of an active ingredient if lost would equate to a sales revenue loss of $15 million alone. Operators in biotechnology manufacturing require real-time analytics that are easy to mentally process for effective management of batch processing. Conventional technologies used on the shop floor are not designed to help operators prevent failures of batches in alarm condition. Moreover, knowledge gained from batch production experiences are lost to the corporation and there is a need to identify best-practice results with solutions that provide trending analytics. This project will analyze the workflow in a biotechnology manufacturing plant, elicit technology requirements from operators, and accordingly deliver a prototype solution. Critical parameters in the manufacturing process underlying batch failures will be identified and analytical solutions will be