Work

Time series diffusion method: A denoising diffusion probabilistic model for vibration signal generation

Year: 2024

Type: article

Source: Mechanical Systems and Signal Processing

DOI: 10.1016/j.ymssp.2024.111481

Authors: Haiming Yi, Lei Hou, Yuhong Jin, Nasser A. Saeed, Ali Kandil, Hao Duan

Institutions: Harbin Institute of Technology, Lodz University of Technology, Galala University, Menoufia University, Egypt-Japan University of Science and Technology

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

Funders: National Natural Science Foundation of China, Narodowym Centrum Nauki, Natural Science Foundation of Heilongjiang Province, Fundamental Research Funds for the Central Universities

Awards: G1213310833, G6109325193, G7389123410, G7869477698, G8290893609

OpenAlex ID: W4396757885

FWCI: 17.58

Cites: 55

Cited by: 112

Related to: 10