According to the backdrop of material intelligence research and development,a big data platform for material research and development by taking into account the pain points,bottlenecks,and difficulties in material research and development has been constructed.This platform integrates multiple subsystems such as the high-throughput integrated computing platform,the intelligent laboratory management system,and the production big data system.With the help of this platform,researchers can fully draw on the lessons from previous failed research and development attempts through digital means,quickly identify the key aspects in product and process development,and thus promptly improve the efficency of research and development.Meanwhile,this platform is capable of centrally managing and applying the research and development data,promoting the transformation of material research and development towards a new model of data-driven research and development.Through carrying out the relevant construction work of the research and development big data platform,the management level and application level of data in metallurgical material research and development will be significantly enhanced,guiding the research and development of steel materials to gradually shift from the traditional trial-and-error method to the direction of big data analysis.The utilization of this system will greatly shorten the research and development cycle and reduce the research and development costs.
关键词
材料研发/机器学习/实验数据管理/大数据
Key words
material research and development/machine learning/experimental data management/big data
维普
万方数据