Towards a common benchmark for long-term process control and monitoring performance evaluation
(2004) In Water Science and Technology 50(11). p.41-49- Abstract
- The COST/IWA benchmark simulation model has been available for seven years. Its primary purpose has been to create a platform for control strategy benchmarking of biological wastewater treatment processes. The fact that the benchmark has resulted in more than 100 publications, not only in Europe but also worldwide, demonstrates the interest for such a tool in the research community. In this paper, an extension of the benchmark simulation model no. 1 (BSM1) is proposed. It aims at facilitating evaluation of two closely related operational tasks: long-term control strategy performance and process monitoring performance. The motivation for the extension is that these two tasks typically act on longer time scales. The extension proposed here... (More)
- The COST/IWA benchmark simulation model has been available for seven years. Its primary purpose has been to create a platform for control strategy benchmarking of biological wastewater treatment processes. The fact that the benchmark has resulted in more than 100 publications, not only in Europe but also worldwide, demonstrates the interest for such a tool in the research community. In this paper, an extension of the benchmark simulation model no. 1 (BSM1) is proposed. It aims at facilitating evaluation of two closely related operational tasks: long-term control strategy performance and process monitoring performance. The motivation for the extension is that these two tasks typically act on longer time scales. The extension proposed here consists of 1) prolonging the evaluation period to one year (including influent files), 2) specifying time varying process parameters and 3) including sensor and actuator failures. The prolonged evaluation period is necessary to obtain a relevant and realistic assessment of the effects of such disturbances. Also, a prolonged evaluation period allows for a number of long-term control actions/handles that cannot be evaluated in a realistic fashion in the one week BSM1 evaluation period. In the paper, models for influent file design, parameter changes and sensor failures, initialization procedure and evaluation criteria are discussed. Important remaining topics, for which consensus is required, are identified. The potential of a long-term benchmark is illustrated with an example of process monitoring algorithm benchmarking. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/254712
- author
- Rosén, Christian LU ; Jeppsson, Ulf LU and Vanrolleghem, PA
- organization
- publishing date
- 2004
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- simulation, monitoring, modelling, benchmark, fault detection and isolation, wastewater treatment
- in
- Water Science and Technology
- volume
- 50
- issue
- 11
- pages
- 41 - 49
- publisher
- IWA Publishing
- external identifiers
-
- wos:000226685600007
- pmid:15685978
- scopus:12344271339
- ISSN
- 0273-1223
- language
- English
- LU publication?
- yes
- id
- 39d9cc63-63d3-4e65-9290-16d31cc3d5e2 (old id 254712)
- alternative location
- http://www.iwaponline.com/wst/05011/wst050110041.htm
- date added to LUP
- 2016-04-01 17:06:43
- date last changed
- 2022-01-29 00:28:21
@article{39d9cc63-63d3-4e65-9290-16d31cc3d5e2,
abstract = {{The COST/IWA benchmark simulation model has been available for seven years. Its primary purpose has been to create a platform for control strategy benchmarking of biological wastewater treatment processes. The fact that the benchmark has resulted in more than 100 publications, not only in Europe but also worldwide, demonstrates the interest for such a tool in the research community. In this paper, an extension of the benchmark simulation model no. 1 (BSM1) is proposed. It aims at facilitating evaluation of two closely related operational tasks: long-term control strategy performance and process monitoring performance. The motivation for the extension is that these two tasks typically act on longer time scales. The extension proposed here consists of 1) prolonging the evaluation period to one year (including influent files), 2) specifying time varying process parameters and 3) including sensor and actuator failures. The prolonged evaluation period is necessary to obtain a relevant and realistic assessment of the effects of such disturbances. Also, a prolonged evaluation period allows for a number of long-term control actions/handles that cannot be evaluated in a realistic fashion in the one week BSM1 evaluation period. In the paper, models for influent file design, parameter changes and sensor failures, initialization procedure and evaluation criteria are discussed. Important remaining topics, for which consensus is required, are identified. The potential of a long-term benchmark is illustrated with an example of process monitoring algorithm benchmarking.}},
author = {{Rosén, Christian and Jeppsson, Ulf and Vanrolleghem, PA}},
issn = {{0273-1223}},
keywords = {{simulation; monitoring; modelling; benchmark; fault detection and isolation; wastewater treatment}},
language = {{eng}},
number = {{11}},
pages = {{41--49}},
publisher = {{IWA Publishing}},
series = {{Water Science and Technology}},
title = {{Towards a common benchmark for long-term process control and monitoring performance evaluation}},
url = {{http://www.iwaponline.com/wst/05011/wst050110041.htm}},
volume = {{50}},
year = {{2004}},
}