Data Quality Evaluation Model for Engineering Data Transmission Links

作者：Xinyuan Lan, Chao Han, Qiao Kang, Xi Chen, Xudong Li, Shengjie Zhai, Wumo Pan, Ke Huang, Jinyang Song, Shuang Li, Shan Zhao · 发表于：Lecture notes in electrical engineering · 年份：2026 · DOI：10.1007/978-981-95-6946-5_57 · 研究领域：Data Quality and Management、AI and Multimedia in Education、Big Data and Digital Economy

Engineering data transmission is a critical component throughout the entire life-cycle management of engineering data management. Data quality plays a central role in engineering data transmission, exerting a profound impact on engineering decision-making and safety. This paper analyzes the characteristics of engineering data transmission links, identifies data quality issues in engineering data transmission, and proposes Seed , a data quality assessment algorithm for engineering data transmission links. Finally, the effectiveness, and efficiency of the Seed algorithm are validated using both real-world and synthetic datasets.