基于大数据的液体动力试验数据分析系统设计与应用研究  

Research on the Design and Application of a Big DataBased Analysis System for Liquid Propulsion Test Data

作　　者：胡海峰[1] 邓博文[1] 李晨沛 周晨初 HU Haifeng;DENG Bowen;LI Chenpei;ZHOU Chenchu(Xi'an Aerospace Propulsion Institute,Xi'an,710100)

机构地区：[1]西安航天动力研究所,西安710100

出　　处：《导弹与航天运载技术（中英文）》2024年第6期28-35,共8页Missiles and Space Vehicles

摘　　要：为解决液体火箭发动机试验数据分散管理、规范性不足以及分析手段传统等问题,设计了一种基于大数据的液体动力试验数据分析系统。系统采用先进的大数据架构,结合数据预处理技术、分布式存储和数据中心建模等手段,形成了专业化的数据仓库,优化了数据组织、检索及分析处理能力,实现对试验数据的全面收集、高效存储、精细管理和直观展示。应用结果表明,系统不仅实现了试验数据的规范管理和集中存储,还提供了发动机调整计算等数据分析功能,极大提高了数据处理效率与分析质量,为液体动力领域的数字化转型提供了有益的探索和实践,具有广阔的应用前景。To address the issues of scattered management,lack of standardization,and traditional analysis methods in the data of liquid rocket engine tests,a big data-based liquid propulsion test data analysis system has been designed.The system adopts an advanced big data architecture,combines data preprocessing technology,distributed storage,and data center modeling,forms a specialized data warehouse,optimizes data organization,retrieval,and analysis processing capabilities,and achieves comprehensive collection,efficient storage,fine management,and intuitive display of test data.Application results show that the system not only realizes the standard management and central storage of test data,but also provides functions for data analysis such as engine adjustment calculations,significantly improving data processing efficiency and analysis quality,which provides valuable exploration and practice for the digital transformation in the field of liquid propulsion and holds promising application prospects.

关 键 词：大数据 液体动力 试验数据 管理 分析 

分 类 号：V433[航空宇航科学与技术—航空宇航推进理论与工程]