The invention relates to the technical field of non-power-
cut operation, in particular to a non-power-
cut operation management and control platform based on a
deep learning algorithm, and the platform comprises a data collection module which is used for collecting data in real time, and the collected data comprises tool data, vehicle data, personnel data, environment data and operation flow data; a data preprocessing module; a
data analysis module; an early warning module; an execution module; and a
deep learning module. The platform covers a whole link of
data acquisition, preprocessing, analysis, early warning and execution, and is seamlessly connected with an existing business
system of a power enterprise through a data
interaction interface, so that real-
time sharing and collaborative linkage of data of tools, vehicles, personnel, operation processes and the like are realized, the problem of'information isolated island 'of a traditional management and
control mode is thoroughly solved, and the management and control efficiency is improved. And a lean management chain of'terminal +
data stream + AI decision 'is constructed.