Clustering analysis-based power consumption analysis and optimal scheduling method

Abstract

The invention belongs to the field of power consumption management, and particularly relates to a clustering analysis-based power consumption analysis and optimal scheduling method. The method is characterized by comprising the following steps: step 1, inputting active power data; step 2, determining an optimal clustering number; step 3, clustering the active power data according to the optimal clustering number; step 4, drawing an hour power curve of a typical category; step 5, displaying the clustering result in a form of a table; step 6, searching a power utilization rule; step 7, identifying an abnormal power utilization day; and step 8, carrying out optimal scheduling on the current power utilization mode. The daily power utilization rule of one device can be visually presented, powerutilization analysis on the device is facilitated, reference is provided for device power utilization optimization scheduling on the basis of considering local peak-valley electricity price and powerutilization translatability, time translation is carried out on device power utilization on the premise that the total power utilization amount is not changed, and the device power utilization efficiency is improved. Therefore, off-peak power utilization is realized and the electric charge is saved.

Description

technical field [0001] The invention belongs to the field of electricity consumption management, and in particular relates to an electricity consumption analysis and optimization scheduling method based on cluster analysis. Background technique [0002] In recent years, with the rapid development of my country's economy, the society's demand for power resources has continued to increase. During the use of power resources, there will often be some peak periods of power consumption, which will seriously affect the safe use of power resources, and will also have a certain impact on power customers. In order to avoid the peak period of the use of power resources, certain measures need to be taken to reduce the occurrence of the peak period of power and realize peak-shifting power consumption. Scientifically and rationally carrying out peak-staggered power consumption can increase the load rate and utilization rate of power grid power supply equipment, and ease the contradiction...

AI Technical Summary

Problems solved by technology

[0003] The existing peak staggering power management usually does not consider the actual power consumption characteristics of users when arranging user peak staggering. It mainly prioritizes users according to the nature of power consumption and load level. Such a relatively extensive arrangement often leads to peak staggering effects. bad

Moreover, many power departments treat peak shifting power consumption as short-term work during power shortages, and rely solely on administrative means in implementation, which cannot continue to implement efficient peak shifting power consumption in the long run

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