I-Corps: Battery Data Management and Analytics Platform

I-Corps：电池数据管理和分析平台

• 批准号: 1927078
• 负责人: Guozhong Cao
• 金额: $ 5万
• 依托单位: University of Washington
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2019
• 资助国家: 美国
• 起止时间: 2019-03-15 至 2019-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1927078&HistoricalAwards=false
• 关键词: Corps; Battery; Data; Management; Analytics

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.

I-Corps项目的广泛影响和商业潜力将弥补电池行业缺失的关键基础设施，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浪费大量的工程时间。通过自动化大数据工作和恢复损失的工程时间，该项目可能会带来巨大的价值。这意味着电池供应链上的公司可以更快地销售周期，并有可能通过自动化提高电池的安全性和质量控制。通过该软件平台，电池研发团队可以将电池技术开发和数据科学相结合，从而将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，简化了电池数据的管理和分析。电池研究和开发主要是通过不适合储能行业需求的软件工具进行的。创新开发通过电池数据清洗和电池数据分析改善了这一状况。该系统提供了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全面合成电化学和其他材料表征数据，从而更深入地了解材料加工和性能之间的基本关系。该奖项反映了美国国家科学基金会的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。