Title:
METHOD FOR PREDICTING EFFLUENT STANDARDS COMPLIANCE STATE OF RURAL DOMESTIC WASTEWATER TREATMENT FACILITIES BASED ON SUPPORT VECTOR MACHINE
Document Type and Number:
WIPO Patent Application WO/2020/244014
Kind Code:
A1
Abstract:
A method for predicting the effluent standards compliance state of rural domestic wastewater treatment facilities based on a support vector machine, the method comprising: simultaneously collecting the water intake conductivity, the effluent conductivity, and the effluent suspended solids concentration of a rural domestic wastewater treatment facility in a training set, and recording the effluent standards compliance state of the treatment facility; using the water intake conductivity, the effluent conductivity, and the effluent suspended solids concentration as inputs and the effluent standards compliance state of the rural domestic wastewater treatment facility as an output, using a support vector machine to train the training set and construct a prediction model; and collecting the water intake conductivity, the effluent conductivity, and the effluent suspended solids concentration of a rural domestic wastewater treatment facility to undergo prediction, and inputting same into the prediction model to obtain a prediction result. The present method associates the detection indicators of water intake conductivity, effluent conductivity, and effluent suspended solids concentration with the effluent standards compliance state of rural domestic wastewater treatment facilities, and constructs a support vector machine model to acquire a prediction model, having high prediction accuracy and being quick and low cost.
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Inventors:
LIU RUI (CN)
YU QIANGQIANG (CN)
CHEN LUJUN (CN)
YU QIANGQIANG (CN)
CHEN LUJUN (CN)
Application Number:
PCT/CN2019/094668
Publication Date:
December 10, 2020
Filing Date:
July 04, 2019
Export Citation:
Assignee:
YANGTZE DELTA REGION INST TSINGHUA UNIV ZHEJIANG (CN)
International Classes:
C02F3/30; G01D21/00; G01N27/06; G01N33/18
Foreign References:
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Attorney, Agent or Firm:
HANGZHOU ZHIXIAN PATENT AGENCY (CN)
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