High-speed train electric energy quality data processing system

A data processing system and power quality technology, applied in the direction of measuring electrical variables, measuring electricity, measuring devices, etc., can solve problems such as stability and reliability threats

Inactive Publication Date: 2018-11-06
深圳市益鑫智能科技有限公司
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Problems solved by technology

These not only adversely affect other equipment in the grid, but als

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  • High-speed train electric energy quality data processing system
  • High-speed train electric energy quality data processing system
  • High-speed train electric energy quality data processing system

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[0023] The present invention will be further described in conjunction with the following examples.

[0024] See figure 1 A high-speed rail power quality data processing system provided in this embodiment includes a data acquisition unit 1, a data preprocessing unit 2, a normalization unit 3, a clustering unit 4, an abnormal point detection unit 5, and a power quality database 6; data The acquisition unit 1 obtains the power quality data of the high-speed rail traction station through the online power quality monitor; the data pre-processing unit 2 filters out that there is only one power supply arm based on the power quality data when the vehicle is running and the operation time of the high-speed rail on the power supply arm The power quality data of the vehicle is running, and the power quality data is preprocessed; the normalization unit 3 calculates the running time of a high-speed rail and the statistical value of power quality indicators based on the preprocessed power quali...

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Abstract

The invention provides a high-speed train electric energy quality data processing system comprising a data acquisition unit, a data preprocessing unit, a normalization unit, a clustering unit, an abnormal point detection unit and an electric energy quality database. The data preprocessing unit screens out the electric energy quality data in case of only one train operating on the supply arm according to the electric energy quality data in case of train operation and the operation time of the high-speed train on the supply arm and preprocesses the electric energy quality data. The clustering unit clusters the sample electric energy quality data after normalization processing so as to acquire electric energy quality data classes of different train types. The abnormal point detection unit performs abnormal point detection on the electric energy quality data after clustering processing so as to obtain the abnormal point set and transmit the abnormal point set to the electric energy qualitydatabase to be stored.

Description

technical field [0001] The invention relates to the technical field of power quality monitoring, in particular to a high-speed rail power quality data processing system. Background technique [0002] Electrified high-speed railway locomotives are nonlinear and impact loads, which mainly affect power quality such as negative sequence and harmonics to the power grid. At the same time, different types of locomotives cause different power quality characteristics of the power grid, especially harmonic characteristics. These not only have adverse effects on other equipment in the grid, but also pose a threat to the stability and reliability of its own operation. The electric locomotive of the electrified railway is a high-power single-phase rectifier load with great fluctuations, and due to the various states of acceleration, coasting, and braking of the train during operation, as well as the slope of the line, the radius of the curve, the weather conditions, and the driver's oper...

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Application Information

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IPC IPC(8): G01R31/00
CPCG01R31/00
Inventor 韦玥
Owner 深圳市益鑫智能科技有限公司
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