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Fault Diagnosis System for A2O Process of Urban Sewage based on ASM2 Model and Expert System

机译:基于ASM2模型和专家系统的城市污水A2O过程故障诊断系统

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For urban sewage treatment process of A2O,a fault diagnosis method based on parameter estimation of Activated Sludge Model No.2 (ASM2) model and expert system is proposed.Firstly,the A2O process is simulated based on Activated Sludge Model No.2 (ASM2) model,and then according it to calculate the estimated value of components parameter of biochemical reaction process,and compare it with the real value of corresponding parameter which provide auxiliary fault knowledge support for expert system.Furthermore,an expert system can draw fault diagnosis results is designed by means of uncertainty reasoning for expert knowledge based on RETE algorithm,which making full use of priori knowledge to diagnose effective for the fault reasoning.Finally,a fault diagnosis system for A2O process is developed.For a sewage treatment plant of Kunming,experiment result has shown that the fault diagnosis system for A2O process can make effective diagnosis of the actual process issues,and it has certain engineering practicability.
机译:针对A2O城市污水处理过程,提出了一种基于2号活性污泥模型(ASM2)模型参数估计和专家系统的故障诊断方法。首先,基于2号活性污泥模型(ASM2)对A2O过程进行了仿真。 )模型,然后根据其计算生化反应过程的组成参数的估计值,并将其与相应参数的实际值进行比较,从而为专家系统提供辅助故障知识支持。此外,专家系统可以得出故障诊断结果利用基于RETE算法的专家知识的不确定性推理技术,充分利用先验知识对故障推理进行有效的诊断。最后,开发了一种A2O工艺故障诊断系统。实验结果表明,A2O过程的故障诊断系统可以对实际过程中的问题进行有效的诊断,并且具有一定的工程意义。戒指实用性。

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