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Optimization and validation of pumping system design and operation for water supply in high-rise buildings

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

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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
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