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Soft measurement method of reducing power quality index in process of calcinating lithopone

An achromatic, zinc-barium-white technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as increasing model complexity and increasing data noise sensitivity, reducing input dimensions, The effect of speeding up training and reducing environmental pollution

Inactive Publication Date: 2012-07-18
SOUTH CHINA UNIV OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Such a large number of input dimensions increases the complexity of the model on the one hand, and increases the sensitivity to data noise on the other hand

Method used

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  • Soft measurement method of reducing power quality index in process of calcinating lithopone
  • Soft measurement method of reducing power quality index in process of calcinating lithopone
  • Soft measurement method of reducing power quality index in process of calcinating lithopone

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0055] like figure 1 As shown, the soft measurement method of the color reduction power of the lithopone calcining process comprises the following steps:

[0056] (1) collect the calcining temperature data in the lithopone calcining process through the thermocouple in the data acquisition system, collect the calcining rotational speed data in the lithopone calcining process through the speed sensor in the data acquisition system, and The calcining temperature data and calcining speed data are saved to the data storage system in the control computer through the transmitter and the programmable logic controller; the historical detection values ​​of the decolorization power are collected manually, and the history of the decolorization power is input into the data storage system detection value;

[0057] (2) Select the sample time period, through the unit energy of the calcination interval corresponding to each decolorizing power sampling moment in the sample time period and the ...

Embodiment 2

[0095] The features of this embodiment are the same as those of Embodiment 1 except for the following features: the sampling period for the manual collection of the historical detection value of the achromatic power is 2 hours, and the calcination temperature data and the calcination rotational speed data in the calcination process are The acquisition period was 5 minutes.

[0096] In the step (2-1), the sample time period is a sample time period composed of ten time periods in which the historical detection value of achromatic power in the data storage system is above the qualified value;

[0097] In the step (2-2-3), m is the total number of calcination temperature data or calcination rotational speed data, and m is taken as 200.

Embodiment 3

[0099] The features of this embodiment are the same as those of Embodiment 1 except for the following features: the sampling period for the manual collection of the historical detection value of achromatic power is 1.5 hours, the calcination temperature data and the calcination rotational speed data in the calcination process The acquisition period was 3 minutes.

[0100] In the step (2-1), the sample time period is a sample time period composed of twenty time periods in which the historical detection value of achromatic power in the data storage system is above the qualified value;

[0101] In the step (2-2-3), m is the total number of calcination temperature data or calcination rotational speed data, and m is taken as 160.

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Abstract

The invention provides a soft measurement method of a reducing power quality index in the process of calcinating lithopone, comprising the following steps: (1) acquiring the historical detection values of calcination temperature data, calcination speed data and reducing power; (2) establishing a soft measurement module; (3) calculating the unit energy of the lithopone at the discharging moment inthe current lithopone calcination process; (4) extracting two historical detection values of the reducing power at two reducing power sampling moments before the discharging moment in the current lithopone calcination process from a data storage system in step (1) to respectively serve as a first historical detection value and a second historical detection value; and (5) constituting the unit energy obtained in step (3) and the first historical detection value and the second historical detection value which are obtained in step (4) into input vectors, and inputting the input vectors into the soft measurement module in step (2) to obtain a predicated value of the reducing power at the discharging moment in the current calcination process to complete soft measurement. The method has the advantages that the module structure is simplified and the like.

Description

technical field [0001] The invention relates to the measurement and control technology of the calcination process in the process industry, in particular to a soft measurement method for the quality index of the achromatic power in the calcination process of zinc-barium white. Background technique [0002] Due to the lack of suitable sensors, the quality indicators of many products in the process industry cannot be measured online, but need to be determined offline in the laboratory. This method is time-consuming and labor-intensive, and more importantly, the product quality index cannot be incorporated into the closed-loop system for automatic control, and stable product quality index is an important goal of most process industry processes. The existing practice is to select several key variables that can be measured online that affect product quality indicators for automatic control, thereby indirectly stabilizing product quality. However, in practical applications, there ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01N25/20G06F19/00
Inventor 杜启亮莫鸿强田联房
Owner SOUTH CHINA UNIV OF TECH
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