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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 and Schlüters, Sunke and Poppinga, Thomas and Hanke, Benedikt and von Maydell, Karsten and Agert, Carsten (2023) 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) (16). Atlantis Press. International Renewable Energy Storage and Systems Conference (IRES 2022), 2022-09-20 - 2022-09-22, Düsseldorf, Deutschland. doi: 10.2991/978-94-6463-156-2_29. ISBN 978-94-6463-156-2. ISSN 2589-4943.

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Official URL: https://www.atlantis-press.com/proceedings/ires-22/125987291

Abstract

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.

Item URL in elib:https://elib.dlr.de/198500/
Document Type:Conference or Workshop Item (Speech)
Title: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
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Telle, Jan-SimonUNSPECIFIEDhttps://orcid.org/0000-0001-6228-6815UNSPECIFIED
Schlüters, SunkeUNSPECIFIEDhttps://orcid.org/0000-0002-2186-812XUNSPECIFIED
Poppinga, ThomasDLR-Institut für Vernetzte Energiesystemehttps://orcid.org/0000-0003-0247-1490UNSPECIFIED
Hanke, BenediktUNSPECIFIEDhttps://orcid.org/0000-0001-7927-0123UNSPECIFIED
von Maydell, KarstenUNSPECIFIEDhttps://orcid.org/0000-0003-0966-5810UNSPECIFIED
Agert, CarstenUNSPECIFIEDhttps://orcid.org/0000-0003-4733-5257UNSPECIFIED
Date:25 May 2023
Journal or Publication Title:16th International Renewable Energy Storage Conference 2022 (IRES 2022)
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:Yes
DOI:10.2991/978-94-6463-156-2_29
Publisher:Atlantis Press
Series Name:Atlantis Highlights in Engineering - Proceedings of the International Renewable Energy Storage Conference (IRES 2022)
ISSN:2589-4943
ISBN:978-94-6463-156-2
Status:Published
Keywords:Multi-objective design optimization, sector-integrated energy system, PV and battery storage, temperature-controlled transportation, Pareto fronts
Event Title:International Renewable Energy Storage and Systems Conference (IRES 2022)
Event Location:Düsseldorf, Deutschland
Event Type:international Conference
Event Start Date:20 September 2022
Event End Date:22 September 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: Telle, Jan-Simon
Deposited On:02 Nov 2023 13:03
Last Modified:24 Apr 2024 20:58

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