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A novel combination belief rule base model for mechanical equipment fault diagnosis 1 1 Introduction 1 2 Problem formulation 3 3 Establishment of combination belief rule base model 3 3.1 Framework of fault diagnosis model 3 3.2 C-BRB based on DAG structure 3 3.3 Fusion process based on the ER rule 9 4 Fault diagnosis process based on C-BRB 9 4.1 Construction of fault diagnosis model 9 4.2 Parallel optimization of fault diagnosis model 10 5 Case study 11 5.1 Experimental preparation 11 5.2 Construction of initial C-BRB for fault diagnosis of rolling bearing 11 5.3 Training and testing of C-BRB fault diagnosis model 13 5.4 Comparative study 15 6 Conclusions 17 Declaration of Competing Interest 17 Acknowledgements 17 Appendix A First sub-BRB of C-BRB 17 Appendix B The weight of arcs on the DAG 20 References 20

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UND

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nonfiction