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Fuzzy network based control system and method for harmful emissions from pesticide incinerators

A technology of emission compliance and fuzzy network, applied in general control systems, control/regulation systems, adaptive control, etc., can solve the problems of COD exceeding the standard and COD not being able to be measured online.

Inactive Publication Date: 2015-09-16
ZHEJIANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to overcome the shortcomings of the existing incinerator process that COD cannot be measured online and COD seriously exceeds the standard, the present invention provides a fuzzy network pesticide incinerator harmful emission control system and method, which has online measurement of COD and effective monitoring of whether COD exceeds the standard , control COD emission standards, strong anti-noise and self-learning ability, fast calculation speed, etc.

Method used

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  • Fuzzy network based control system and method for harmful emissions from pesticide incinerators
  • Fuzzy network based control system and method for harmful emissions from pesticide incinerators
  • Fuzzy network based control system and method for harmful emissions from pesticide incinerators

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Embodiment 1

[0055] refer to figure 1 , figure 2 , fuzzy network pesticide incinerator harmful emissions control system, including on-site intelligent instrument 2 connected with incinerator 1, DCS system and host computer 6, said DCS system includes data interface 3, control station 5 and database 4, so Described on-site intelligent instrument 2 is connected with data interface 3, and described data interface is connected with control station 5, database 4 and host computer 6, and described host computer 6 comprises:

[0056] The data preprocessing module is used to preprocess the model training samples input from the DCS database, centralize the training samples, that is, subtract the average value of the samples, and then standardize them:

[0057] Calculate the mean: TX ‾ = 1 N Σ i = 1 N TX ...

Embodiment 2

[0080] refer to figure 1 , figure 2 , the fuzzy network pesticide incinerator harmful emission control method, the specific implementation steps of the control method are as follows:

[0081] 1) For the process object of pesticide production waste liquid incinerator harmful emissions, according to the process analysis and operation analysis, determine the key variables used, and collect the data of the variables when the production is normal from the DCS database as the input matrix of the training sample TX, Collect the corresponding COD and the operating variable data to make the COD emission reach the standard as the output matrix Y;

[0082] 2) Preprocess the model training samples input from the DCS database, and centralize the training samples, that is, subtract the average value of the samples, and then standardize them so that the mean value is 0 and the variance is 1. This processing is accomplished using the following algorithmic procedure:

[0083] 2.1) Calculat...

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Abstract

The invention discloses a system and method for controlling standardized discharging of noxious substances of a pesticide incinerator through a fuzzy network. The system comprises the incinerator, an intelligent instrument, a DCS system, a data port and an upper computer. The DCS system comprises a control station and a database, the intelligent instrument used for measuring easy-to-measure variables is connected with the DCS system, and the DCS system is connected with the upper computer through the data port. The upper computer carries out pre-processing and fuzzification on a training sample firstly to obtain a new input matrix, then a regression model of the new input matrix is built through an RBF neural network to obtain predicted output, and ultimately, defuzzification is carried out on the output of the RBF neural network to obtain output of the system. The upper computer further has the functions of model updating and result displaying. The system and method have the advantages of being capable of measuring COD on line, effectively monitoring whether the COD exceeds the standard and controlling discharging of the COD to be standardized, being resistant to noise, strong in self-learning capacity and high in calculation speed, and the like.

Description

technical field [0001] The invention relates to the field of pesticide production, in particular to a fuzzy-network pesticide incinerator harmful emission control system and method. Background technique [0002] my country is a big country in the production and use of pesticides. There are about 4,100 pesticide manufacturers, of which more than 500 are active pharmaceutical manufacturers. Statistics from the Ministry of Agriculture show that the total output of pesticides from January to November 2008 reached 1.711 million tons. The irrationality of the structure of pesticide varieties in my country has made environmental governance more difficult. According to incomplete statistics, the national pesticide industry discharges about 1.5 billion tons of wastewater every year. Among them, only 1% of the processed ones have reached the standard. Incineration is currently the most effective, thorough and widely used method for dealing with pesticide residues and waste residues....

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B13/04
Inventor 刘兴高许森琪张明明
Owner ZHEJIANG UNIV
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