MIP-based instantaneous control of mixed-integer PDE-constrained gas transport problems

Beitrag in einer Fachzeitschrift
(Originalarbeit)


Details zur Publikation

Autor(en): Gugat M, Leugering G, Martin A, Schmidt M, Sirvent M, Wintergerst D
Zeitschrift: Computational Optimization and Applications
Jahr der Veröffentlichung: 2018
Band: 70
Heftnummer: 1
Seitenbereich: 267-294
ISSN: 0926-6003
Sprache: Englisch


Abstract


We study the transient optimization of gas transport networks including both discrete controls due to switching of controllable elements and nonlinear fluid dynamics described by the system of isothermal Euler equations, which are partial differential equations in time and 1-dimensional space. This combination leads to mixed-integer optimization problems subject to nonlinear hyperbolic partial differential equations on a graph. We propose an instantaneous control approach in which suitable Euler discretizations yield systems of ordinary differential equations on a graph. This networked system of ordinary differential equations is shown to be well-posed and affine-linear solutions of these systems are derived analytically. As a consequence, finite-dimensional mixed-integer linear optimization problems are obtained for every time step that can be solved to global optimality using general-purpose solvers. We illustrate our approach in practice by presenting numerical results on a realistic gas transport network.



FAU-Autoren / FAU-Herausgeber

Gugat, Martin apl. Prof. Dr.
Lehrstuhl für Angewandte Mathematik
Martin, Alexander Prof. Dr.
Lehrstuhl für Wirtschaftsmathematik
Schmidt, Martin Prof. Dr.
Juniorprofessur für Optimierung von Energiesystemen
Sirvent, Mathias
Lehrstuhl für Wirtschaftsmathematik
Wintergerst, David
Lehrstuhl für Angewandte Mathematik


Zitierweisen

APA:
Gugat, M., Leugering, G., Martin, A., Schmidt, M., Sirvent, M., & Wintergerst, D. (2018). MIP-based instantaneous control of mixed-integer PDE-constrained gas transport problems. Computational Optimization and Applications, 70(1), 267-294. https://dx.doi.org/10.1007/s10589-017-9970-1

MLA:
Gugat, Martin, et al. "MIP-based instantaneous control of mixed-integer PDE-constrained gas transport problems." Computational Optimization and Applications 70.1 (2018): 267-294.

BibTeX: 

Zuletzt aktualisiert 2018-08-08 um 02:12