{"data":{"id":"10.4121/12e73a6e-10bd-4e58-b24a-4c6b1912247b","type":"dois","attributes":{"doi":"10.4121/12e73a6e-10bd-4e58-b24a-4c6b1912247b","prefix":"10.4121","suffix":"12e73a6e-10bd-4e58-b24a-4c6b1912247b","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Zhang, Hehui","givenName":"Hehui","familyName":"Zhang","affiliation":[],"nameIdentifiers":[]},{"name":"Li, Kang","nameType":"Personal","givenName":"Kang","familyName":"Li","nameIdentifiers":[{"nameIdentifier":"0009-0008-2306-509X","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Liu, Ting","givenName":"Ting","familyName":"Liu","affiliation":[],"nameIdentifiers":[]},{"name":"Liu, Yichu","givenName":"Yichu","familyName":"Liu","affiliation":[],"nameIdentifiers":[]},{"name":"Hu, Jianxin","givenName":"Jianxin","familyName":"Hu","affiliation":[],"nameIdentifiers":[]},{"name":"Zuo, Qingsong","givenName":"Qingsong","familyName":"Zuo","affiliation":[],"nameIdentifiers":[]},{"name":"Jiang, Liangxing","givenName":"Liangxing","familyName":"Jiang","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"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."}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2025,"subjects":[{"subject":"Mechanical Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0913"},{"subject":"FOS: Mechanical engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Machinery and Equipment","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"8614"},{"subject":"Energy Conservation and Efficiency","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"8507"},{"subject":"Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"09"},{"subject":"Manufacturing","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"86"},{"subject":"Energy","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"85"},{"subject":"centrifugal pump"},{"subject":"hydraulic radial force"},{"subject":"feature engineering"},{"subject":"correlation analysis"},{"subject":"hierarchical clustering"}],"contributors":[{"name":"Xiangtan University, School of Mechanical Engineering and Mechanics","nameType":"Organizational","affiliation":[],"contributorType":"Other","nameIdentifiers":[]}],"dates":[{"date":"2025-07-07","dateType":"Issued"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/12e73a6e-10bd-4e58-b24a-4c6b1912247b.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":["Matlab/.m"],"version":"1","rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"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.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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