Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems

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Abstract

An increasing number of Model Predictive Control (MPC) tools have recently been developed. These MPC methods utilize as input a wide range of rainfall forecasts, which differ in their characteristics and prediction skills. Operators need to identify the most appropriate MPC and rainfall forecast for their needs. A domain-based framework is proposed to distinguish between four operational domains, which consider the magnitude of the forecasted rain and the expected status of the system. The framework is presented by using selected Danish case studies as examples, and it will provide a support to operators in the implementation of MPC strategies.
Original languageEnglish
Title of host publicationProceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation
Place of Publication Québec, Canada
PublisherIWA Publishing
Publication date2017
Pages149-157
Publication statusPublished - 2017
Event12th IWA Specialized Conference on Instrumentation, Control and Automation - Quebec, Canada
Duration: 11 Jun 201714 Jun 2017
Conference number: 12

Conference

Conference12th IWA Specialized Conference on Instrumentation, Control and Automation
Number12
CountryCanada
CityQuebec
Period11/06/201714/06/2017

Keywords

  • Model predictive control
  • Uncertainty
  • Multi objective optimization
  • Water smart cities

Cite this

Vezzaro, L., Pedersen, J. W., Courdent, V. A. T., Löwe, R., & Mikkelsen, P. S. (2017). Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems. In Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation (pp. 149-157). Québec, Canada: IWA Publishing.
Vezzaro, Luca ; Pedersen, Jonas Wied ; Courdent, Vianney Augustin Thomas ; Löwe, Roland ; Mikkelsen, Peter Steen. / Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems. Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation. Québec, Canada : IWA Publishing, 2017. pp. 149-157
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abstract = "An increasing number of Model Predictive Control (MPC) tools have recently been developed. These MPC methods utilize as input a wide range of rainfall forecasts, which differ in their characteristics and prediction skills. Operators need to identify the most appropriate MPC and rainfall forecast for their needs. A domain-based framework is proposed to distinguish between four operational domains, which consider the magnitude of the forecasted rain and the expected status of the system. The framework is presented by using selected Danish case studies as examples, and it will provide a support to operators in the implementation of MPC strategies.",
keywords = "Model predictive control, Uncertainty, Multi objective optimization, Water smart cities",
author = "Luca Vezzaro and Pedersen, {Jonas Wied} and Courdent, {Vianney Augustin Thomas} and Roland L{\"o}we and Mikkelsen, {Peter Steen}",
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Vezzaro, L, Pedersen, JW, Courdent, VAT, Löwe, R & Mikkelsen, PS 2017, Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems. in Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation. IWA Publishing, Québec, Canada, pp. 149-157, 12th IWA Specialized Conference on Instrumentation, Control and Automation, Quebec, Canada, 11/06/2017.

Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems. / Vezzaro, Luca; Pedersen, Jonas Wied; Courdent, Vianney Augustin Thomas; Löwe, Roland; Mikkelsen, Peter Steen.

Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation. Québec, Canada : IWA Publishing, 2017. p. 149-157.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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T1 - Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems

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AU - Mikkelsen, Peter Steen

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AB - An increasing number of Model Predictive Control (MPC) tools have recently been developed. These MPC methods utilize as input a wide range of rainfall forecasts, which differ in their characteristics and prediction skills. Operators need to identify the most appropriate MPC and rainfall forecast for their needs. A domain-based framework is proposed to distinguish between four operational domains, which consider the magnitude of the forecasted rain and the expected status of the system. The framework is presented by using selected Danish case studies as examples, and it will provide a support to operators in the implementation of MPC strategies.

KW - Model predictive control

KW - Uncertainty

KW - Multi objective optimization

KW - Water smart cities

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BT - Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation

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Vezzaro L, Pedersen JW, Courdent VAT, Löwe R, Mikkelsen PS. Towards a domain-based framework for use of rainfall forecasts in control of integrated urban wastewater systems. In Proceedings of 12th IWA Specialized Conference on Instrumentation, Control and Automation. Québec, Canada: IWA Publishing. 2017. p. 149-157