Work

Imbalanced fault diagnosis of electromechanical systems under unseen operating conditions: a heterogeneous domain generalization framework combining digital twin knowledge and data

Year: 2026

Type: article

Source: Engineering Applications of Artificial Intelligence

DOI: 10.1016/j.engappai.2026.113822

Authors: Xuanyuan Su, Kaixin Jin, Yongzhe Ma, Chen Lu, Laifa Tao

Institutions: National Key Laboratory of Science and Technology on Reliability and Environmental Engineering, Beihang University

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

Funders: National Natural Science Foundation of China, Beihang University, Natural Science Foundation of Zhejiang Province

Awards: G2644687442, G3017126298, 多耦合特性下机电一体化产品数字孪生增强故障预测, G7428594733, G7575507824

OpenAlex ID: W7124473157

FWCI:

Cites: 68

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Related to: 10