Adding realism to simulated sensors and actuators

Water Science and Technology

Volumn 57, Issue 3, 2008, Pages 337-344

  Rosen, Christian ^a   Rieger, L ^b   Jeppsson, U ^a   Vanrolleghem, P A ^b  

^a LUND UNIVERSITY   (Sweden)

^b UNIVERSITÉ LAVAL   (Canada)

Author keywords

Actuators; Benchmark model; Markov chains; Modelling; Sensors; Wastewater

Indexed keywords

ACTUATORS; BENCHMARKING; COMPUTER SIMULATION; CONTROL SYSTEMS; FAILURE ANALYSIS; MARKOV PROCESSES; SENSORS; STATISTICAL METHODS;

BENCHMARK MODEL; CONTROL STRATEGY DEVELOPMENT;

WASTEWATER TREATMENT;

ACTUATORS; BENCHMARKING; COMPUTER SIMULATION; CONTROL SYSTEMS; FAILURE ANALYSIS; MARKOV PROCESSES; SENSORS; STATISTICAL METHODS; WASTEWATER TREATMENT;

MARKOV CHAIN; MODELING; SENSOR; WASTE TREATMENT; WASTEWATER;

ARTICLE; CALIBRATION; CONCEPTUAL FRAMEWORK; PROBABILITY; PROCESS MONITORING; SENSOR; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL MODEL; STRATEGIC PLANNING; WASTE WATER MANAGEMENT;

CALIBRATION; EQUIPMENT FAILURE ANALYSIS; MARKOV CHAINS; MODELS, CHEMICAL; REFUSE DISPOSAL;

EID: 41149087704     PISSN: 02731223     EISSN: None     Source Type: Book Series    
DOI: 10.2166/wst.2008.130     Document Type: Article

References (9)

1. Alex, J., To, T. B. & Hartwig, P. 2002 Improved design and optimization of aeration control for WWTPs by dynamic simulation. Wat. Sci. Tech. 45(4-5), 365-372.
2. Copp, J. B. (Editor) 2002. The COST simulation benchmark - Description and simulator manual. COST action 624, Office for official publications of the European Communities, Luxembourg.
3. Gernaey, K. V., Rosen, C. & Jeppsson, U. 2006 WWTP dynamic disturbance modelling - an essential module for long-term benchmarking development. Wat. Sci. Technol. 53(4-5), 225-234.
4. Jeppsson, U., Rosen, C., Alex, J., Copp, J., Gernaey, K., Pons, M. N. & Vanrolleghem, P. A. 2006 Towards a benchmark simulation model for plant-wide control strategy performance evaluation of WWTPs. Wat. Sci. Technol. 53(1), 287-295.
5. Olsson, G. & Rosen, C. 2005 Industrial Automation - Applications, Structures and Systems. IEA, Lund University, Sweden.
6. Rieger, L., Alex, J., Winkler, S., Boehler, M., Thomann, M. & Siegrist, H. 2003 Progress in sensor technology - progress in process control? Part I: Sensor property investigation and classification. Wat. Sci. Technol. 47(2), 103-112.
7. Rieger, L., Alex, J., Gujer, W. & Siegrist, H. 2006 Modelling of aeration systems at wastewater treatment plants. Wat. Sci. Technol. 53(4-5), 439-447.
8. Rosen, C. 1998 Monitoring wastewater treatment systems. Licentiate's thesis, Lund University, Sweden. ISBN 91-88934-10-1.
9. Rosen, C., Jeppsson, U. & Vanrolleghem, P. A. 2004 Towards a common benchmark for long-term process control and monitoring performance evaluation. Wat. Sci. Technol. 50(11), 41-49.