Mathematical Modelling of the Processes in Integrated Municipal Wastewater Systems

Chotkowski, W.; Mąkinia, Jacek; Brdyś, Mietek A.; Duzinkiewicz, Kazimierz; Konarczak, K.

doi:10.1016/s1474-6670(17)40867-6

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Monitoring Of Wwtp For Supervisory Control Purposes1

Wastewater System Description and Modelling1

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2007

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Cited by 2 publications

(2 citation statements)

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“…First model of WWTP in SIMBA has to be calibrated. Methods for SIMBA model calibration are presented in [2]. When calibrated model in SIMBA is available then it can be used as a data generator for learning the SSWN.…”

Section: Monitoring Of Wwtp For Supervisory Control Purposesmentioning

confidence: 99%

Modelling of Wastewater Treatment Plant for Monitoring and Control Purposes by State – Space Wavelet Networks

Borowa

Brdyś

Mazur

2007

INT J COMPUT COMMUN

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Most of industrial processes are nonlinear, not stationary, and dynamical with at least few different time scales in their internal dynamics and hardly measured states. A biological wastewater treatment plant falls into this category. The paper considers modelling such processes for monitorning and control purposes by using State -Space Wavelet Neural Networks (SSWN). The modelling method is illustrated based on bioreactors of the wastewater treatment plant. The learning algorithms and basis function (multidimensional wavelets) are also proposed. The simulation results based on real data record are presented.

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Section: Monitoring Of Wwtp For Supervisory Control Purposesmentioning

confidence: 99%

Modelling of Wastewater Treatment Plant for Monitoring and Control Purposes by State – Space Wavelet Networks

Borowa

Brdyś

Mazur

2007

INT J COMPUT COMMUN

View full text Add to dashboard Cite

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“…Several models to represent activated sludge wastewater plants have been proposed. A good overview of different models can be found in Chotkowski et al, (2001) and Brdys and Zhang (1999).…”

Section: Wastewater System Description and Modellingmentioning

confidence: 99%