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An approach to mechanistic event recognition applied on monitoring organic matter depletion in SBRs

Cruz Bournazou, MN, Junne, S, Neubauer, P, Barz, T, Arellano-Garcia, H and Kravaris, C (2014) An approach to mechanistic event recognition applied on monitoring organic matter depletion in SBRs AIChE Journal, 60 (10). pp. 3460-3472.

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Abstract

A fundamental practice in process engineering is monitoring the state dynamics of a system. Unfortunately, observability of some states is related to high costs, time, and efforts. The mechanistic event recognition (MER) aims to detect an event (defined as a change of the system with specific significance to the operation of the process) that cannot be directly observed but has some predictable effect on the dynamics of the systems. MER attempts to apply fault diagnosis techniques using mechanistic “recognition” models to describe the process. A systematic method for building recognition models using optimal experimental design tools is presented. As proof of concept, the MER approach to detect organic matter depletion in sequencing batch reactors, measuring only ammonia, dissolved oxygen, and nitroxides is applied. The event, that is, consumption of organic matter to a level below 50 gCOD/m3, was successfully detected even though microbial activity is known to continue after organic matter depletion.

Item Type: Article
Subjects : Chemical Engineering
Divisions : Faculty of Engineering and Physical Sciences > Chemical and Process Engineering
Authors :
AuthorsEmailORCID
Cruz Bournazou, MNUNSPECIFIEDUNSPECIFIED
Junne, SUNSPECIFIEDUNSPECIFIED
Neubauer, PUNSPECIFIEDUNSPECIFIED
Barz, TUNSPECIFIEDUNSPECIFIED
Arellano-Garcia, HUNSPECIFIEDUNSPECIFIED
Kravaris, CUNSPECIFIEDUNSPECIFIED
Date : October 2014
Identification Number : 10.1002/aic.14536
Copyright Disclaimer : © 2014 American Institute of Chemical Engineers
Depositing User : Symplectic Elements
Date Deposited : 24 Aug 2016 11:06
Last Modified : 24 Aug 2016 11:06
URI: http://epubs.surrey.ac.uk/id/eprint/811805

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