Sewage treatment water quality predicting method and server
A technology for water quality prediction and sewage treatment, applied to instruments, test water, measuring devices, etc., can solve problems that are difficult to implement, non-linear problems that cannot be applied, complex operations, etc., and achieve the effect of improving accuracy
Inactive Publication Date: 2017-08-04
YANCHENG INST OF TECH
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However, the new sewage treatment water quality prediction method has complex operations, is not easy to implement, and cannot even be applied to nonlinear problems.
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[0053]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention. Apparently, the described embodiments are only some of the embodiments of the present invention, not all of them. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.
[0054] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.
[0055] It should be noted that like numer...
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The invention provides a sewage treatment water quality predicting method and a server. The sewage treatment quality predicting method is applied to a sewage treatment system which comprises a server, a discharging device, a plurality of processing devices and a plurality of collecting sensors. The method comprises the following steps: the server constructs a deep belief network model according to historical processing water quality data, environmental data and discharged water quality data; the plurality of collecting sensors acquire processing water quality data and environmental data in the plurality of processing devices; and the server performs normalization processing on the water quality data and environmental data, and inputs the normalized water quality data and normalized environmental data to the deep belief network model to predict to obtain the normalized predicated discharge water quality data; and the server denormalizes the normalized predicated discharge water quality data to obtain the predicated discharge water quality data. The sewage treatment water quality predicting method and the server improve the accuracy of discharge water quality data and are simple to operate and easy to realize.
Description
technical field [0001] The invention relates to the technical field of sewage treatment, in particular to a sewage treatment water quality prediction method and a server. Background technique [0002] Sewage treatment is the process of purifying sewage to meet the water quality requirements for discharge into a certain water body or reuse. Sewage treatment is widely used in various fields such as construction, agriculture, transportation, energy, petrochemical, environmental protection, urban landscape, medical treatment, catering, etc., and it is also increasingly entering the daily life of ordinary people. Sewage treatment is a slow process, so it is particularly important to predict the discharge water quality based on the sewage influent water quality and the treatment parameters of the treatment device. In the prior art, the traditional water quality prediction methods for sewage treatment mainly include: Markov method, regression prediction method, time series method ...
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IPC IPC(8): G01N33/18G01D21/02G06N3/04
CPCG01N33/18G01D21/02G01N33/1806G06N3/04
Inventor 徐燕萍刘颖许众威邵星皋军张成彬孙干超
Owner YANCHENG INST OF TECH