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1 Conference paper

Towards Model Predictive Control: Online Predictions of Ammonium and Nitrate Removal by using a Stochastic ASM

Stentoft, Peter Alexander; Munk-Nielsen, Thomas; Vezzaro, Luca; Madsen, Henrik; Mikkelsen, Peter Steen; Møller, Jan Kloppenborg

Proceedings of the 6th Iwa/wef Water Resource Recovery Modelling Seminar — 2018

Online Model Predictive Control of WRRF requires simple and fast models to improve the operation of energy-demanding processes, such as aeration for nitrogen removal. Selected elements of the ASM1 modelling framework for ammonium and nitrate removal were included in discretely observed Stochastic

Year: 2018

Language: English

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kignaf bm jhl depco
2 Journal article

Towards model predictive control: Online predictions of ammonium and nitrate removal by using a stochastic ASM

Stentoft, Peter Alexander; Munk-Nielsen, Thomas; Vezzaro, Luca; Madsen, Henrik; Mikkelsen, Peter Steen; Møller, Jan Kloppenborg

Water Science and Technology — 2019, Volume 79, Issue 1, pp. 51-62

for ammonium and nitrate removal were included in discretely observed stochastic differential equations in which online data are assimilated to update the model states. This allows us to produce model-based predictions including uncertainty in real time while it also reduces the number of parameters compared

Year: 2019

Language: English

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dnf lagjpocimbh ke

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