I-Corps: Battery Data Management and Analytics Platform

这个i-Corps项目的更广泛的影响/商业潜力将提供关键的缺失基础设施，以提高电池行业的效率。电池行业的研发团队经常在数据琐事上损失大量的工程时间。通过自动化大数据琐事并恢复失去的工程时间，该项目可能会带来实质性的价值。这将为电池供应链中的公司带来更快的销售周期，而Potential将通过自动化提高电池的安全性和质量控制。通过使用该软件平台支持电池研发团队，这一开发可以将电池技术开发与数据科学相结合，从而帮助更好的电池技术更快地推向市场。i-Corps项目开发了一个基于云的平台，简化了电池数据管理和分析。电池研发在很大程度上是使用不适合储能行业需求的软件工具进行的。本文的创新之处在于通过电池数据清理和电池数据分析来改善这一现状。该系统提供分析软件和现场安装的电池测试硬件之间的集成，以动态监控来自不同系统的实验。这使得可视化和分析包能够整体合成电化学和其他材料表征数据，以更深入地了解材料加工和性能之间的基本关系。该奖项反映了NSF的法定使命，并通过使用基金会的智力优势和更广泛的影响审查标准进行评估，被认为值得支持。

The broader impact/commercial potential of this I-Corps project will deliver crucial missing infrastructure to make the battery industry more efficient. Research and development teams in the battery industry often lose substantial engineering time on data chores. By automating big data chores and recovering lost engineering time, this project may deliver substantial value. This translates to faster sales cycles for companies in the battery supply chain, and potential will improve the safety and quality control of batteries through automation. By empowering battery R&D teams with this software platform, this development can help bring better battery technology to market faster by integrating battery technology development and data science.This I-Corps project develops a cloud-based platform that simplifies battery data management and analysis. Battery research and development is largely conducted with software tools ill-suited to the needs of the energy storage industry. The innovation develop improves on this situation with battery data cleaning and battery data analysis. The system provides integrations between analysis software and installed battery testing hardware on-site to dynamically monitor experiments from disparate systems. This enables visualization and analysis packages to holistically synthesize electrochemical and other materials characterization data to provide greater insight into the fundamental relationships between materials processing and performance.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.