The invention discloses an emergency
drill intelligent evaluation and
report generation method and related equipment, and relates to the technical field of emergency management, and the method comprises the steps: collecting multi-
modal operation data generated in a
drill process, carrying out the
standardization processing of the multi-
modal operation data into an atomic
event sequence with a
timestamp and a semantic identifier, and carrying out the calculation of the atomic
event sequence; and performing quantitative calculation on
drill performance under the hierarchical evaluation
index system. When key events such as casualties and equipment faults are identified in the drilling process, the
system can dynamically adjust the weight of related evaluation indexes, so that the
evaluation result focuses on the key disposal capability. Furthermore, based on the structured rule
knowledge base, the
evaluation result is diagnosed and analyzed, a diagnosis conclusion and an improvement suggestion are generated, a
natural language generation model is called under rule constraints to form professional comments, and finally a structured emergency drill evaluation report is automatically generated. According to the invention, the dynamic, intelligent and automatic drill evaluation is realized, the objectivity and
interpretability of the
evaluation result are improved, and the guidance value is improved.