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A Multi-Objective Design Optimization Approach to PV and Battery Storage for Sector-Integrated Energy Systems at Logistics Facilities - Under Consideration for the Integration of Temperature-Controlled Transport

Telle, Jan-Simon und Schlüters, Sunke und Poppinga, Thomas und Hanke, Benedikt und von Maydell, Karsten und Agert, Carsten (2022) A Multi-Objective Design Optimization Approach to PV and Battery Storage for Sector-Integrated Energy Systems at Logistics Facilities - Under Consideration for the Integration of Temperature-Controlled Transport. In: 16th International Renewable Energy Storage Conference 2022 (IRES 2022). Atlantis Press. International Renewable Energy Storage and Systems Conference (IRES 2022), 2022-09-20 - 2022-09-22, Düsseldorf, Deutschland. ISBN 978-94-6463-156-2. ISSN 2589-4943.

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Kurzfassung

This work outlines an approach to the optimal design optimization of a photovoltaic (PV) and battery storage system and its integration into the sector-integrated energy system of a logistics company’s facilities. Another major objective is the optimized integration of refrigerated trailers (reefers) into the energy system with the goal of minimizing both costs and CO2 emissions, as demonstrated in a case study. For this purpose, an existing energy system model utilizing reefers was optimized for computing time and the energy system was extended through the use of a facility’s cooling utility. Multi-criteria design optimization was performed using a multi-objective evolutionary algorithm based on decomposition approach. For this, three key performance indicators (KPIs) were used: the annuity, CO2-emissions, and own-consumption rate. The results of the multi-criteria design optimization were then analyzed using Pareto fronts. Stakeholders are thus able to find their individual techno-economic/ecological optimum and so plan the transformation to an decentralized, renewable, distributed energy supply accordingly. Three selected Pareto optimal results were selected to evaluate the effect of PV and battery storage on the optimal operation of the sector-integrated energy system and reefer integration.

elib-URL des Eintrags:https://elib.dlr.de/192371/
Dokumentart:Konferenzbeitrag (Vortrag)
Titel:A Multi-Objective Design Optimization Approach to PV and Battery Storage for Sector-Integrated Energy Systems at Logistics Facilities - Under Consideration for the Integration of Temperature-Controlled Transport
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Telle, Jan-SimonJan-Simon.Telle (at) dlr.dehttps://orcid.org/0000-0001-6228-6815NICHT SPEZIFIZIERT
Schlüters, Sunkesunke.schlueters (at) dlr.dehttps://orcid.org/0000-0002-2186-812XNICHT SPEZIFIZIERT
Poppinga, ThomasDLR-Institut für Vernetzte Energiesystemehttps://orcid.org/0000-0003-0247-1490NICHT SPEZIFIZIERT
Hanke, Benediktbenedikt.hanke (at) dlr.dehttps://orcid.org/0000-0001-7927-0123NICHT SPEZIFIZIERT
von Maydell, KarstenKarsten.Maydell (at) dlr.dehttps://orcid.org/0000-0003-0966-5810NICHT SPEZIFIZIERT
Agert, CarstenCarsten.Agert (at) dlr.dehttps://orcid.org/0000-0003-4733-5257NICHT SPEZIFIZIERT
Datum:2022
Erschienen in:16th International Renewable Energy Storage Conference 2022 (IRES 2022)
Referierte Publikation:Nein
Open Access:Nein
Gold Open Access:Nein
In SCOPUS:Nein
In ISI Web of Science:Ja
Verlag:Atlantis Press
ISSN:2589-4943
ISBN:978-94-6463-156-2
Status:akzeptierter Beitrag
Stichwörter:Multi-objective design optimization, sector-integrated energy system, PV and battery storage, temperature-controlled transportation, Pareto fronts
Veranstaltungstitel:International Renewable Energy Storage and Systems Conference (IRES 2022)
Veranstaltungsort:Düsseldorf, Deutschland
Veranstaltungsart:internationale Konferenz
Veranstaltungsbeginn:20 September 2022
Veranstaltungsende:22 September 2022
HGF - Forschungsbereich:Energie
HGF - Programm:Energiesystemdesign
HGF - Programmthema:Digitalisierung und Systemtechnologie
DLR - Schwerpunkt:Energie
DLR - Forschungsgebiet:E SY - Energiesystemtechnologie und -analyse
DLR - Teilgebiet (Projekt, Vorhaben):E - Energiesystemtechnologie
Standort: Oldenburg
Institute & Einrichtungen:Institut für Vernetzte Energiesysteme > Energiesystemtechnologie
Hinterlegt von: Telle, Jan-Simon
Hinterlegt am:15 Dez 2022 12:13
Letzte Änderung:24 Apr 2024 20:53

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