Abstract
In the present manuscript, we {\color{red} investigate and demonstrate the use of outer approximation methods} for simultaneously optimising the placement and operation of control valves in water distribution networks. The problem definition results in a mixed-integer nonlinear program with nonconvex constraints. We simplify the formulation, compared to previous literature, in order to reduce the degree of nonlinearity in the constraints and decrease the total problem size. We then {\color{red} formulate the application of} outer approximation based methods for the generation of good quality local optimal solutions for {\color{red} the considered co-design problem}. Finally, we present the results of applying the developed techniques to two case studies, and also comparing the performances of the outer approximation approaches with those of other local mixed integer nonlinear programming solution methods.
Original language | English |
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Title of host publication | IFAC-PapersOnLine |
Editors | D. Peaucelle, D. Dochain, D. Henrion |
Publisher | Elsevier |
Pages | 5373-5379 |
Volume | 50 |
Edition | 1 |
DOIs | |
Publication status | Published - 2017 |
Event | 20th World Congress of the International Federation of Automatic Control (IFAC), 2017 - Toulouse, France Duration: 9 Jul 2017 → 14 Jul 2017 Conference number: 20 https://www.ifac2017.org |
Publication series
Name | IFAC-PapersOnLine |
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Publisher | Elsevier |
Number | 1 |
Volume | 50 |
ISSN (Electronic) | 2405-8963 |
Conference
Conference | 20th World Congress of the International Federation of Automatic Control (IFAC), 2017 |
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Abbreviated title | IFAC 2017 |
Country/Territory | France |
City | Toulouse |
Period | 9/07/17 → 14/07/17 |
Internet address |
Keywords
- Optimal operation of water resources systems
- Hydroinformatics
- Model predictive control of water resources systems