Data Fusion Motor Diagnosis

Data Fusion Motor Diagnosis

Review

gawdeScopingReviewMultifault2022
gawdeMultiFaultDiagnosisIndustrial2022

Paper

• NN feature fusion shifatANNAssistedMulti2021 link DOI
• NN activation fusion meyConditionMonitoringDrive2021 link DOI
• DBN heInvestigationMultisensorData2019 link DOI
• chengFusionMethodApplication2021 link DOI
• CNN 2D gultekinNovelDeepLearning2022 link DOI
  • Code: ozggultekin/MultisensoryDataFusionWithSTFT
• SVM from CNN liuEnsembleConvolutionalNeural2019 link DOI
• Fuzzy integral, fuzzy measure
• Adversarial auto encoder (Botao Wang, Data Fused Motor Fault Identification Based on Adversarial Auto-Encoder)
• yeMultichannelDataFusion2020 DBN to Random Forest
• Feature fusion using Weight linear combination (Chaudhury, Experimental study of induction motor misalignment..)
• ANFIS
• Stacked as input to CNN

Book

• niuDataDrivenTechnologyEngineering2017 SOM NN (prognosis) majority voting, Bayesian belief, and multi-agent algorithms (diagnosis)

Thesis

• delgadoprietoContributionsElectromechanicalSystems2012
• research-Senanayaka
  • Bayes classifier