TY - GEN
T1 - Fault diagnosis system for A2O process of urban sewage based on ASM2 model and expert system
AU - Lian, Xiaofeng
AU - Yu, Miao
AU - Pan, Feng
AU - Li, Xiaoting
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - A2O Process
KW - ASM2 Model
KW - Fault Diagnosis System
KW - RETE Reasoning Algorithm
KW - Sewage Treatment
UR - http://www.scopus.com/inward/record.url?scp=84882782905&partnerID=8YFLogxK
U2 - 10.1109/CCDC.2013.6561672
DO - 10.1109/CCDC.2013.6561672
M3 - Conference contribution
AN - SCOPUS:84882782905
SN - 9781467355322
T3 - 2013 25th Chinese Control and Decision Conference, CCDC 2013
SP - 4117
EP - 4122
BT - 2013 25th Chinese Control and Decision Conference, CCDC 2013
T2 - 2013 25th Chinese Control and Decision Conference, CCDC 2013
Y2 - 25 May 2013 through 27 May 2013
ER -