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Batch-type power data collection particle size calibration method and system

A data acquisition, intermittent technology, applied in electrical components, circuit devices, AC network circuits, etc., can solve problems such as cost increase, impact on effective information extraction, model recognition errors, etc.

Pending Publication Date: 2018-09-14
CHINA ELECTRIC POWER RES INST +1
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  • Description
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AI Technical Summary

Problems solved by technology

If the granularity is too large, some information will obviously be missed, which may cause model recognition errors, affect effective information extraction, and even lead to reverse conclusions
However, the collection granularity is not the denser the better. The data collection method with dense sampling time intervals must be equipped with more sufficient storage space and an effective management system. Although it can truly reproduce the system running track, it will also cause waste of resources and increase costs.

Method used

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  • Batch-type power data collection particle size calibration method and system
  • Batch-type power data collection particle size calibration method and system
  • Batch-type power data collection particle size calibration method and system

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Embodiment Construction

[0063] The specific implementation manners of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0064] The present invention proposes a method for calibrating the collection granularity of intermittent power supply data, such as figure 1 Shown: According to the characteristics of intermittent power supply data, combined with multi-objective genetic algorithm and continuous state recognition feature extraction technology, on the basis of MATLAB simulation of three continuous changing states in each single day, a multi-objective genetic algorithm for each state is constructed Trapezoidal curve to achieve quantitative analysis of particle size collection. Specifically include the following steps:

[0065] S101 Draw a trend graph of the maximum first-order differential output change curve according to the preset collection granularity;

[0066] S102 builds a power trapezoidal curve in which power increases and decreases alte...

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Abstract

The present invention relates to a batch-type power data collection particle size calibration method and system. The method comprises the steps of: drawing a maximum first-order difference output changing curve trend chart according to preset collection particle sizes; identifying continuous changing features in the trend chart, and constructing a power trapezoid curve with alternate increased anddecreased power; defining a target function of the power trapezoid curve, employing a multi-target genetic algorithm to calculate a continuous state meeting the target function, defining the collection particle sizes according to the continuous time of the state, and recording the output track of the batch-type power according to the collection particle sizes. The batch-type power data collectionparticle size calibration method and system solve the problem that the optimal particle sizes are selected to record the output track of the batch-type power.

Description

technical field [0001] The invention relates to the technical field of power system energy storage equipment, in particular to a method and system for calibrating the collection granularity of intermittent power supply data. Background technique [0002] As large-scale renewable intermittent energy is connected to the grid, its power random fluctuations will have a serious impact on the safe operation of the grid. As a beneficial supplement to intermittent energy, the energy storage system can take the lead in coordinating with the control strategy of the energy management system on the power generation side to perform key technologies such as power forecasting, tracking planned output, and fluctuation stabilization. However, in scientific research and field application, the granularity of power generation data information collection is different, and the granularity is often set only by experience, lacking theoretical basis. [0003] Taking the photovoltaic power station a...

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Application Information

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IPC IPC(8): H02J3/00
CPCH02J3/00H02J2203/20
Inventor 李建林刘大贺马会萌靳文涛房凯惠东袁晓冬杨雄
Owner CHINA ELECTRIC POWER RES INST
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