2results about How to "Detailed analysis" patented technology

This invention provides a method, apparatus, electronic device, and readable storage medium for processing electricity consumption data. The method includes clustering users based on a first frozen electricity consumption to obtain first cluster centers for electricity consumption patterns; determining a target electricity consumption cycle based on the changing trend of the first frozen electricity consumption; clustering users based on a second frozen electricity consumption to obtain second cluster centers; and comparing the first and second cluster centers to obtain an analysis result of the user's electricity consumption habits. Thus, this invention, without excessively increasing sampling pressure, obtains a more detailed analysis of electricity consumption behavior through a broader dimensional analysis of the first frozen electricity consumption, thereby providing a more scientific and reliable theoretical support for distribution network management and adjustments.

The present application relates to a kind of highway photovoltaic power generation potential evaluation method and device based on unmanned aerial vehicle, method includes: by unmanned aerial vehicle, obtain highway along high-resolution multispectral image, laser point cloud and meteorological observation data;Data is automatically preprocessed and fused to generate feature dataset containing terrain, ground cover and weather information;Based on the dataset, the key factor that influences photovoltaic power generation is analyzed and quantified, and a standardized factor vector is formed;The factor vector is input into the prediction model constructed by the fusion of analytic hierarchy process and neural network, and the photovoltaic power generation potential of each evaluation unit and the whole road is calculated, and a visual evaluation report is automatically generated.The method effectively overcomes the problems of insufficient accuracy of traditional satellite remote sensing and low efficiency of manual survey, realizes efficient, accurate and comprehensive automatic evaluation of highway photovoltaic resources, and provides a reliable basis for photovoltaic project planning and decision-making.