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Energy-saving control system with chaos optimization-based SVM prediction for sewage treatment

A technology for energy-saving control systems and sewage treatment systems, applied in general control systems, control/regulation systems, adaptive control, etc., can solve problems such as low load rate, low quality level of management personnel, and low operating performance of sewage treatment plants , to achieve the effect of reduced energy consumption and huge potential

Inactive Publication Date: 2010-04-14
SOUTH CHINA UNIV OF TECH
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

[0003] 1. The operating performance of the sewage treatment plant is not high, and the load rate is low. The average load rate of the national sewage treatment plant is 63.74 (2008 data), the organic matter removal rate is low, and the effluent water quality fluctuates greatly;
[0004] 2. The degree of integrated management of operations is low, and the quality of management personnel is generally not high, and the capabilities of existing equipment cannot be fully utilized;
[0005] 3. The unit operating cost and energy consumption are relatively high, and advanced intelligent technology and process technology have not been applied to the production process

Method used

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  • Energy-saving control system with chaos optimization-based SVM prediction for sewage treatment
  • Energy-saving control system with chaos optimization-based SVM prediction for sewage treatment
  • Energy-saving control system with chaos optimization-based SVM prediction for sewage treatment

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Embodiment

[0020] The invention includes a computer network system for realizing the integration of management and control, an activated sludge sewage treatment system model module, a production process control module based on least squares support vector machine (LS-SVM), and production management based on immune optimization algorithm Scheduling module; the computer network system adopts a three-level network platform structure, which is divided into production management layer, process control layer and on-site control layer. The manufacturing execution system (MES) used to control the production management scheduling module is used to control the production process. The process control system (PCS) of the control module and the on-site control system used to control the model module of the activated sludge sewage treatment system, such as figure 1 shown.

[0021] Such as figure 2 As shown, the described production management scheduling module is provided with a personnel management...

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Abstract

The invention provides an energy-saving control system with chaos optimization-based SVM prediction for sewage treatment. The system comprises a computer network system used for realizing the integration of management and control, an activated sludge and sewage treatment system model module, a production process control module and a production management scheduler module, wherein the production management scheduler module, the production process control module and the activated sludge and sewage treatment system model module are sequentially connected by the computer network system. When being used for the running of a sewage treatment plant, the system not only can reduce the energy consumption of the sewage treatment plant by 15 to 25 percents, but also can upgrade the treatment effect of the sewage treatment plant by one degree on the basis of the original design, thereby having huge potential.

Description

technical field [0001] The invention relates to the field of urban sewage treatment and industrial wastewater treatment using activated sludge method, in particular to a support vector machine prediction energy-saving control system for sewage treatment based on chaos optimization. Background technique [0002] In the context of energy conservation and emission reduction, during the "Eleventh Five-Year Plan" period, the energy consumption per unit of GDP will be reduced by about 20%, the total discharge of major pollutants will be reduced by 10%, and the sewage treatment rate of cities with cities nationwide will not be lower than 70%. The urban sewage treatment industry is facing unprecedented opportunities for development. At present, my country has entered the peak period of construction of sewage treatment plants, and the energy saving and operation management of the production process of sewage treatment plants has become a hot topic in the industry. However, the curre...

Claims

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Application Information

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IPC IPC(8): G05B19/418G05B13/02
CPCY02P80/10Y02P90/02
Inventor 罗飞李致贤许玉格潘南全肖国强罗刚刘宝建梁斌叶洪涛
Owner SOUTH CHINA UNIV OF TECH
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