The invention discloses a communication network fault diagnosis method and related equipment based on multi-
modal vector fusion, and the method comprises the steps: carrying out the vector structuring
processing of historical heterogeneous telecommunication operation and maintenance data through a multi-
modal vectorization engine, and obtaining a historical multi-
modal vector set; performing vector fusion
processing on the historical multi-modal vector set through a vector
fusion center to obtain a historical multi-modal fusion vector; an
alarm message queue in a telecommunication network is monitored through a diagnosis decision module, and if an unknown composite fault is detected from the
alarm message queue,
cosine similarity calculation is carried out on a current fault fusion vector corresponding to the unknown composite fault and a historical multi-mode fusion vector in a hierarchical storage module; and outputting a network fault diagnosis decision result. According to the method, the accuracy and comprehensiveness of network fault diagnosis can be improved, efficient data storage, retrieval and diagnosis decision are realized, the operation efficiency and diagnosis capability of the
system are improved, and the method can be widely applied to the technical field of communication network operation and maintenance.