TY - DATA
T1 - Supplementary Materials for the article: Multi-operating condition pattern recognition of centrifugal pump impeller hydraulic radial force based on multi-dimensional features and hierarchical clustering.
PY - 2025/07/07
AU - Hehui Zhang
AU - Kang Li
AU - Ting Liu
AU - Yichu Liu
AU - Jianxin Hu
AU - Qingsong Zuo
AU - Liangxing Jiang
UR - 
DO - 10.4121/12e73a6e-10bd-4e58-b24a-4c6b1912247b.v1
KW - centrifugal pump
KW - hydraulic radial force
KW - feature engineering
KW - correlation analysis
KW - hierarchical clustering
N2 - <p>Supplementary data for the article: "Multi-operating condition pattern recognition of centrifugal pump impeller hydraulic radial force based on multi-dimensional features and hierarchical clustering". This dataset includes supplementary matlab source code. This article proposes an unsupervised learning framework through Pearson correlation analysis and the clustering hierarchical Clustering (AHC) algorithm, providing a data-driven approach for the hydraulic optimization and intelligent diagnosis of centrifugal pumps. It reveals the multi-condition classification mode of hydraulic radial force, which has engineering significance for improving equipment reliability and operational efficiency.</p>
ER -