Method for searching and analyzing abnormality of signals during vibration and process of steam turbine set

A steam turbine unit and process signal technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve the problems of backward monitoring and analysis technology, and achieve the effect of improving the accuracy and depth of early warning

Inactive Publication Date: 2011-07-20
NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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Problems solved by technology

Obviously, compared with modern high-precision data acquisition technology, this monitoring and analysis technology is relatively backward, which has caused a large amount of data to face the situation of "easy to come, but impossible to start"
[0004] At the same time, the

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  • Method for searching and analyzing abnormality of signals during vibration and process of steam turbine set
  • Method for searching and analyzing abnormality of signals during vibration and process of steam turbine set
  • Method for searching and analyzing abnormality of signals during vibration and process of steam turbine set

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Embodiment Construction

[0045] The preferred embodiments will be described in detail below in conjunction with the accompanying drawings. It should be emphasized that the following description is only exemplary and not intended to limit the scope of the invention and its application.

[0046] The vibration and process signal data of the steam turbine generator set is essentially an ordered time series composed of recording time and recording values. Modern monitoring instruments can be used to collect according to a certain collection time, and the collection results can be recorded as where the element x(t i ) means that the time series at ti time data recording. Abnormal search and analysis of unit vibration and process signals is to dig out data with abnormal patterns from signal time series.

[0047] figure 1 It is a flow chart of the search and analysis method for the abnormality of the vibration and process signal of the steam turbine unit. figure 1 Among them, the abnormal search and anal...

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Abstract

The invention belongs to the technical field of vibration monitor and control of steam turbine sets, in particular relates to a method for searching and analyzing the abnormality of signals during vibration and process of a steam turbine set. The method comprises the following steps of forming time sequences by history data with the preset group number; dividing each group of the time sequences into time subsequences, calculating mode characteristic values of the time subsequences and executing normalization processing; forming a mode characteristic value aggregation by the processed mode characteristic values; extracting a maximum value of all mode characteristics from the mode characteristic value aggregation and ranging in order from the largest to the smallest to form a mode characteristic extreme value sequence; gaining an abnormal characteristic boundary of the mode characteristic extreme value sequence; determining abnormal time subsequences; storing the abnormal time subsequences over the abnormal characteristic boundary in an abnormal change sequence; and executing optimal regression analysis on the abnormal change sequence based on coefficients of determination, and finding out a matched early warning grade according to an early warning mechanism rule. The invention increases the early warning precision and depth of vibration and process parameters.

Description

technical field [0001] The invention belongs to the technical field of vibration monitoring and control of a steam turbine unit, and in particular relates to a method for searching and analyzing the abnormality of vibration and process signals of a steam turbine unit. Background technique [0002] Since the 20th century, steam turbines have played an increasingly important role in the development of industrial production and science and technology. At the same time, as a large-scale rotating machine, the steam turbine unit is directly exposed to the working conditions of high temperature, high pressure and continuous vibration, which makes the parameter signal monitoring and analysis technology of the unit the most important factor affecting the safety and reliable operation of power generation production, and becomes the most important factor for evaluating the operation of the steam turbine generator set. It is one of the important symbols of the quality of the condition, ...

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Application Information

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IPC IPC(8): G06F19/00G06F17/30
Inventor 顾煜炯陈昆亮邹丽洁何成兵
Owner NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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