A Review of Fault Diagnosis Methods for Marine Electric Propulsion System

Abstract

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Diagnostic Method for Short Circuit Faults at the Generator End of Ship Power Systems Based on MWDN and Deep-Gated RNN-FCN

“…In the field of short-circuit fault diagnosis in ship's integrated power propulsion systems, the commonly used research methods can be classified into three categories: analytical model-based methods [6], data-driven methods [7], and qualitative model-based methods [8]. The specific classification is shown in Table 1 [9]. The methods described above are widely used in the field of fault diagnosis in the ship's integrated power propulsion systems; however, each of them has its limitations.…”