Müller, Tim M. ; Leise, Philipp ; Lorenz, Imke-Sophie ; Altherr, Lena C. ; Pelz, Peter F. (2024)
Optimization and validation of pumping system design and operation for water supply in high-rise buildings.
In: Optimization and Engineering : International Multidisciplinary Journal to Promote Optimization Theory & Applications in Engineering Sciences, 2021, 22 (2)
doi: 10.26083/tuprints-00023895
Article, Secondary publication, Publisher's Version
Text
s11081-020-09553-4.pdf Copyright Information: CC BY 4.0 International - Creative Commons, Attribution. Download (1MB) |
Item Type: | Article |
---|---|
Type of entry: | Secondary publication |
Title: | Optimization and validation of pumping system design and operation for water supply in high-rise buildings |
Language: | English |
Date: | 17 December 2024 |
Place of Publication: | Darmstadt |
Year of primary publication: | June 2021 |
Place of primary publication: | Dordrecht |
Publisher: | Springer Science |
Journal or Publication Title: | Optimization and Engineering : International Multidisciplinary Journal to Promote Optimization Theory & Applications in Engineering Sciences |
Volume of the journal: | 22 |
Issue Number: | 2 |
DOI: | 10.26083/tuprints-00023895 |
Corresponding Links: | |
Origin: | Secondary publication DeepGreen |
Abstract: | The application of mathematical optimization methods for water supply system design and operation provides the capacity to increase the energy efficiency and to lower the investment costs considerably. We present a system approach for the optimal design and operation of pumping systems in real-world high-rise buildings that is based on the usage of mixed-integer nonlinear and mixed-integer linear modeling approaches. In addition, we consider different booster station topologies, i.e. parallel and series-parallel central booster stations as well as decentral booster stations. To confirm the validity of the underlying optimization models with real-world system behavior, we additionally present validation results based on experiments conducted on a modularly constructed pumping test rig. Within the models we consider layout and control decisions for different load scenarios, leading to a Deterministic Equivalent of a two-stage stochastic optimization program. We use a piecewise linearization as well as a piecewise relaxation of the pumps’ characteristics to derive mixed-integer linear models. Besides the solution with off-the-shelf solvers, we present a problem specific exact solving algorithm to improve the computation time. Focusing on the efficient exploration of the solution space, we divide the problem into smaller subproblems, which partly can be cut off in the solution process. Furthermore, we discuss the performance and applicability of the solution approaches for real buildings and analyze the technical aspects of the solutions from an engineer’s point of view, keeping in mind the economically important trade-off between investment and operation costs. |
Uncontrolled Keywords: | Technical Operations Research, MINLP, MILP, Experimental validation, Pumping systems, Water supply systems |
Status: | Publisher's Version |
URN: | urn:nbn:de:tuda-tuprints-238952 |
Additional Information: | Part of a collection: Math for SDG 7 - Affordable and Clean Energy Special Issue on “Technical operations research (TOR)” edited by Armin Fügenschuh, Ulf Lorenz and Peter F. Pelz, and Special Issue on “Multiobjective optimization and decision making in engineering sciences” edited by Jussi Hakanen and Richard Allmendinger |
Classification DDC: | 500 Science and mathematics > 510 Mathematics 600 Technology, medicine, applied sciences > 620 Engineering and machine engineering 600 Technology, medicine, applied sciences > 690 Building and construction |
Divisions: | 16 Department of Mechanical Engineering > Institute for Fluid Systems (FST) (since 01.10.2006) |
Date Deposited: | 17 Dec 2024 12:39 |
Last Modified: | 17 Dec 2024 12:39 |
SWORD Depositor: | Deep Green |
URI: | https://tuprints.ulb.tu-darmstadt.de/id/eprint/23895 |
PPN: | |
Export: |
View Item |