- home
- Advanced Search
- Energy Research
- 2021-2025
- Energy Research
- 2021-2025
description Publicationkeyboard_double_arrow_right Article , Journal 2021 FrancePublisher:Elsevier BV Funded by:ANR | EIPHIANR| EIPHIMarwa Haddad; Georges Da Costa; Jean-Marc Nicod; Marie-Cécile Péra; Jean-Marc Pierson; Veronika Rehn-Sonigo; Patricia Stolf; Christophe Varnier;Abstract In this work, we propose a two-step methodology for designing and sizing a data center solely powered by local renewable energy. The first step consists in determining the necessary IT equipment for processing a given IT workload composed of batch and service tasks. We propose an adapted binary search algorithm and prove its optimality to find the minimum number of servers to handle the IT workload. When the IT sizing is computed, the second step consists in defining the supplying electrical infrastructure using wind turbines and photovoltaic panels as primary sources. Batteries and a hydrogen system are added as secondary sources for short- and long-term energy storage, respectively. In this electrical sizing step, first a set of primary source configurations is determined using a binary search algorithm, then the secondary sources are calibrated so that levels of charge are constant during one day and one year, respectively. Experiments using real IT workload traces and actual meteorological data are conducted to illustrate the provided methodology to decision makers for choosing the best configuration for their data center.
Hyper Article en Lig... arrow_drop_down Université Toulouse 2 - Jean Jaurès: HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Université de Franche-Comté (UFC): HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Sustainable Computing Informatics and SystemsArticleLicense: Elsevier Non-CommercialData sources: UnpayWallSustainable Computing Informatics and SystemsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.suscom.2020.100505&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 12 citations 12 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Hyper Article en Lig... arrow_drop_down Université Toulouse 2 - Jean Jaurès: HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Université de Franche-Comté (UFC): HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Sustainable Computing Informatics and SystemsArticleLicense: Elsevier Non-CommercialData sources: UnpayWallSustainable Computing Informatics and SystemsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.suscom.2020.100505&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2022 FrancePublisher:Elsevier BV Funded by:ANR | DATAZERO, ANR | EIPHIANR| DATAZERO ,ANR| EIPHIRostirolla, Gustavo; Grange, Léo; Thi, Minh-Thuyen; Stolf, Patricia; Pierson, Jean-Marc; da Costa, Georges; Baudic, Gwilherm; Haddad, Marwa; Kassab, Ayham; Nicod, Jean-Marc; Philippe, Laurent; Sonigo, Veronika; Roche, Robin; Celik, Berk; Caux, Stéphane; Lecuivre, Jérôme;Abstract As more and more activities are moving online, the need for datacenters is increasing which raises their energy consumption and the resulting greenhouse gas emissions. The supply of datacenters with renewable energy is often seen as the main solution to this nexus. However, multiple challenges are posed by their integration. Solutions to these challenges, mainly in the form of flexibility and energy efficiency, require multidisciplinary skills. As a consequence, this article aims to review scientific efforts in several complementary disciplines: electrical engineering, computer science, control system engineering and operations research. It covers datacenter architecture, infrastructure sizing and resource management on both information and energy sides. Conclusions on current progresses are drawn and challenges that remain to be addressed are listed as well.
Université de Franch... arrow_drop_down Université de Franche-Comté (UFC): HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Université Toulouse 2 - Jean Jaurès: HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Renewable and Sustainable Energy ReviewsArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.rser.2021.111787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 32 citations 32 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Université de Franch... arrow_drop_down Université de Franche-Comté (UFC): HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Université Toulouse 2 - Jean Jaurès: HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Renewable and Sustainable Energy ReviewsArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.rser.2021.111787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu
description Publicationkeyboard_double_arrow_right Article , Journal 2021 FrancePublisher:Elsevier BV Funded by:ANR | EIPHIANR| EIPHIMarwa Haddad; Georges Da Costa; Jean-Marc Nicod; Marie-Cécile Péra; Jean-Marc Pierson; Veronika Rehn-Sonigo; Patricia Stolf; Christophe Varnier;Abstract In this work, we propose a two-step methodology for designing and sizing a data center solely powered by local renewable energy. The first step consists in determining the necessary IT equipment for processing a given IT workload composed of batch and service tasks. We propose an adapted binary search algorithm and prove its optimality to find the minimum number of servers to handle the IT workload. When the IT sizing is computed, the second step consists in defining the supplying electrical infrastructure using wind turbines and photovoltaic panels as primary sources. Batteries and a hydrogen system are added as secondary sources for short- and long-term energy storage, respectively. In this electrical sizing step, first a set of primary source configurations is determined using a binary search algorithm, then the secondary sources are calibrated so that levels of charge are constant during one day and one year, respectively. Experiments using real IT workload traces and actual meteorological data are conducted to illustrate the provided methodology to decision makers for choosing the best configuration for their data center.
Hyper Article en Lig... arrow_drop_down Université Toulouse 2 - Jean Jaurès: HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Université de Franche-Comté (UFC): HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Sustainable Computing Informatics and SystemsArticleLicense: Elsevier Non-CommercialData sources: UnpayWallSustainable Computing Informatics and SystemsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.suscom.2020.100505&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 12 citations 12 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Hyper Article en Lig... arrow_drop_down Université Toulouse 2 - Jean Jaurès: HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Université de Franche-Comté (UFC): HALArticle . 2021License: CC BY NC NDFull-Text: https://hal.science/hal-03110359Data sources: Bielefeld Academic Search Engine (BASE)Sustainable Computing Informatics and SystemsArticleLicense: Elsevier Non-CommercialData sources: UnpayWallSustainable Computing Informatics and SystemsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.suscom.2020.100505&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Journal 2022 FrancePublisher:Elsevier BV Funded by:ANR | DATAZERO, ANR | EIPHIANR| DATAZERO ,ANR| EIPHIRostirolla, Gustavo; Grange, Léo; Thi, Minh-Thuyen; Stolf, Patricia; Pierson, Jean-Marc; da Costa, Georges; Baudic, Gwilherm; Haddad, Marwa; Kassab, Ayham; Nicod, Jean-Marc; Philippe, Laurent; Sonigo, Veronika; Roche, Robin; Celik, Berk; Caux, Stéphane; Lecuivre, Jérôme;Abstract As more and more activities are moving online, the need for datacenters is increasing which raises their energy consumption and the resulting greenhouse gas emissions. The supply of datacenters with renewable energy is often seen as the main solution to this nexus. However, multiple challenges are posed by their integration. Solutions to these challenges, mainly in the form of flexibility and energy efficiency, require multidisciplinary skills. As a consequence, this article aims to review scientific efforts in several complementary disciplines: electrical engineering, computer science, control system engineering and operations research. It covers datacenter architecture, infrastructure sizing and resource management on both information and energy sides. Conclusions on current progresses are drawn and challenges that remain to be addressed are listed as well.
Université de Franch... arrow_drop_down Université de Franche-Comté (UFC): HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Université Toulouse 2 - Jean Jaurès: HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Renewable and Sustainable Energy ReviewsArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.rser.2021.111787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 32 citations 32 popularity Top 10% influence Top 10% impulse Top 10% Powered by BIP!
more_vert Université de Franch... arrow_drop_down Université de Franche-Comté (UFC): HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Université Toulouse 2 - Jean Jaurès: HALArticle . 2021Full-Text: https://hal.science/hal-03549336Data sources: Bielefeld Academic Search Engine (BASE)Renewable and Sustainable Energy ReviewsArticle . 2022 . Peer-reviewedLicense: Elsevier TDMData sources: Crossrefadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.rser.2021.111787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu