Schönfeldt, Patrik and Grimm, Adrian and Neupane, Bhawana and Torio, Herena and Duran, Pedro and Klement, Peter and Hanke, Benedikt and Maydell, Karsten and Agert, Carsten (2022) Simultaneous optimization of temperature and energy in linear energy system models. In: 1st International Workshop on Open Source Modelling and Simulation of Energy Systems, OSMSES 2022. 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), 04.-05. April 2022, Aachen, Germany. doi: 10.1109/OSMSES54027.2022.9768967. ISBN 978-166541008-3.
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Official URL: https://ieeexplore.ieee.org/xpl/conhome/9768881/proceeding
Abstract
Linear programming is used as a standard tool for optimizing unit commitment or power flows in energy supply systems. For heat supply systems, however, it faces a relevant limitation: For them, energy yield depends on the output temperature, thus, both quantities would have to be optimized simultaneously and the resulting problem is quadratic. As a solution, we describe a method working with discrete temperature levels. This paper presents mathematical models of various technologies and displays their potential in a case study focused on integrated residential heat and electricity supply. It is shown that the technique yields reasonable results including the choice of operational temperatures. Finally, MTRESS, an open source implementation of the method is introduced briefly.
Item URL in elib: | https://elib.dlr.de/192803/ | ||||||||||||||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||||||||||||||
Title: | Simultaneous optimization of temperature and energy in linear energy system models | ||||||||||||||||||||||||||||||||||||||||
Authors: |
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Date: | 9 May 2022 | ||||||||||||||||||||||||||||||||||||||||
Journal or Publication Title: | 1st International Workshop on Open Source Modelling and Simulation of Energy Systems, OSMSES 2022 | ||||||||||||||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||||||||||||||
In SCOPUS: | Yes | ||||||||||||||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||||||||||||||
DOI: | 10.1109/OSMSES54027.2022.9768967 | ||||||||||||||||||||||||||||||||||||||||
ISBN: | 978-166541008-3 | ||||||||||||||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||||||||||||||
Keywords: | Temperature dependence, Heat pumps, Switches, Linear programming, Mathematical models, Timing, Optimization, linear programming, optimisation, power generation dispatch, power generation scheduling, simultaneous optimization, linear energy system models, linear programming, standard tool, unit commitment, energy supply systems, heat supply systems, relevant limitation, energy yield, output temperature, discrete temperature levels, mathematical models, integrated residential heat, electricity supply, operational temperatures | ||||||||||||||||||||||||||||||||||||||||
Event Title: | 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) | ||||||||||||||||||||||||||||||||||||||||
Event Location: | Aachen, Germany | ||||||||||||||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||||||||||||||
Event Dates: | 04.-05. April 2022 | ||||||||||||||||||||||||||||||||||||||||
HGF - Research field: | Energy | ||||||||||||||||||||||||||||||||||||||||
HGF - Program: | Energy System Design | ||||||||||||||||||||||||||||||||||||||||
HGF - Program Themes: | Digitalization and System Technology | ||||||||||||||||||||||||||||||||||||||||
DLR - Research area: | Energy | ||||||||||||||||||||||||||||||||||||||||
DLR - Program: | E SY - Energy System Technology and Analysis | ||||||||||||||||||||||||||||||||||||||||
DLR - Research theme (Project): | E - Energy System Technology | ||||||||||||||||||||||||||||||||||||||||
Location: | Oldenburg | ||||||||||||||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Networked Energy Systems > Energy System Technology | ||||||||||||||||||||||||||||||||||||||||
Deposited By: | Klement, Dr. Peter | ||||||||||||||||||||||||||||||||||||||||
Deposited On: | 09 Jan 2023 09:33 | ||||||||||||||||||||||||||||||||||||||||
Last Modified: | 09 Jan 2023 09:33 |
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