The invention relates to the technical field of
power management, and discloses a digitized sensing method,
system and device for power demands in a park, and the key points of the technical scheme are that the method comprises the steps: S1, deploying related equipment, including arranging an intelligent electric meter, an environment sensor and an equipment sensor, and constructing a data collection network; s2, accessing a
data source interface, and collecting power data and related data in a classified manner; s3, preprocessing the collected data, including denoising, abnormal value detection and missing value completion; s4, a hierarchical multi-
modal power
operation model is constructed, a multi-dimensional
cross validation mechanism is introduced, each power monitoring object is included by at least two models with different feature weights, the models are trained, verified and tested, and a finished
product model is obtained; s5, applying the finished
product model, and obtaining predicted power data; and comparing the actual
electric power data with the predicted
electric power data, checking difference data, analyzing abnormal reasons, performing targeted
processing, and performing parameter updating on a finished
product model.