Rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement method and device

A technology for processing terminals and domestic sewage, applied in data processing applications, testing water, biological neural network models, etc., can solve problems such as consuming a lot of manpower and material resources, high operation and maintenance costs, and staying at the theoretical level

A technology for processing terminals and domestic sewage, applied in data processing applications, testing water, biological neural network models, etc., can solve problems such as consuming a lot of manpower and material resources, high operation and maintenance costs, and staying at the theoretical level

CN110222916AActive Publication Date: 2019-09-10ZHEJIANG UNIV

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  • Rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement method and device
  • Rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement method and device
  • Rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement method and device

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Experimental program
Comparison scheme
Effect test

Embodiment

[0108] 1. Build a database

[0109] In this embodiment, 146 rural domestic sewage A in Changxing County, Neihu Prefecture, Zhejiang Province 2 O process treatment facility terminal survey data to establish a database, this embodiment screens out the input index that has the greatest impact on the output index (total nitrogen concentration in the effluent), that is, influent pH, effluent pH, influent conductivity, effluent conductivity, and influent ammonia nitrogen concentration, effluent ammonia nitrogen concentration, influent turbidity and effluent turbidity. Among the above-mentioned 8 indicators, the pH, conductivity and turbidity of the influent and effluent water are measured by portable pH meters, conductivity meters and turbidimeters in the terminal site inflow and outflow pools, and the concentration of ammonia nitrogen in the influent and effluent water is sampled on site and in the laboratory using the HACH kit method For measurement, the total nitrogen concentrat...

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Abstract

The invention discloses a rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement method and a rural domestic sewage A2O treatment terminal effluent total nitrogen concentration soft measurement device. According to the method, the pH value of inlet water, the pH value of outlet water, the conductivity of inlet water, the conductivity of outlet water, the turbidity of inlet water, the turbidity of outlet water, the concentration of ammonia nitrogen in inlet water and the concentration of ammonia nitrogen in outlet water are used as input indexes forpredicting the total nitrogen concentration of outlet water, and a BP neural network is used for constructing a correlation model between the input indexes and the total nitrogen concentration of outlet water. Through simulation and verification of the BP neural network model, the result shows that the neural network model established by the invention can quickly and accurately predict the total nitrogen concentration of effluent of different terminals in the same region, and the model has a reliable prediction value for the total nitrogen concentration of effluent of an A2O facility.

Description

technical field [0001] The invention belongs to the field of environmental monitoring methods, in particular to a kind of rural domestic sewage A 2 O treatment terminal effluent total nitrogen concentration soft measurement method and device. Background technique [0002] A 2 The O process is the process type currently used in most rural domestic sewage treatment terminals. At this stage, the detection principle of large-scale online water quality monitoring equipment on the market generally adopts conventional chemical methods. This type of online monitoring equipment is expensive, requires regular replacement of chemical reagents, high cleaning and maintenance costs, and requires relatively high operating skills for maintenance personnel. High disadvantage. In recent years, the soft sensor technology based on artificial neural network has been studied at home and abroad. The main method is to use artificial neural network to establish auxiliary indicators that can be me...

Claims

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Application Information

Patent Timeline
10 Sep 2019
Publication
CN110222916A
IPC
G06Q10/06; G06Q50/06; G06N3/04; G01N33/18
CPC
G06Q10/06393; G06Q50/06; G01N33/18; G06N3/045
Inventors
罗安程; 林强