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Stand-alone renewable power system scheduling for a green data center using integer linear programming

Author

Listed:
  • Maroua Haddad

    (Université Bourgogne Franche-Comté)

  • Jean-Marc Nicod

    (Université Bourgogne Franche-Comté)

  • Marie-Cécile Péra

    (Université Bourgogne Franche-Comté)

  • Christophe Varnier

    (Université Bourgogne Franche-Comté)

Abstract

In light of the rapid growth of data centers around the world and their huge energy consumption, several researchers have focused on the task scheduling and resource allocation problem in order to minimize the energy consumed by the data center. Other initiatives focus on the implementation of green energy sources in order to minimize the consumption of fossil fuels and their emission of CO $$_{2}$$ 2 . As part of the ANR DATAZERO project (Pierson et al. in IEEE Access 7, 2019. https://doi.org/10.1109/ACCESS.2019.2930368 ), several research teams have engaged in efforts at defining the main concepts of a full green data center, powered only by renewable energy. Achieving this goal necessitates a focus on the efficient management of an autonomous hybrid power system consisting of solar panels, wind turbines, batteries, and fuel cell systems. The purpose of this work is not to show that a stand-alone data center is economically viable, but rather is feasible. This paper proposes a set of models based on mixed integer linear programs capable of managing the energy commitment to address data center power demand. The approach takes the season and weather forecasts into account at the time of optimization.

Suggested Citation

  • Maroua Haddad & Jean-Marc Nicod & Marie-Cécile Péra & Christophe Varnier, 2021. "Stand-alone renewable power system scheduling for a green data center using integer linear programming," Journal of Scheduling, Springer, vol. 24(5), pages 523-541, October.
  • Handle: RePEc:spr:jsched:v:24:y:2021:i:5:d:10.1007_s10951-021-00700-y
    DOI: 10.1007/s10951-021-00700-y
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    References listed on IDEAS

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    1. Oró, Eduard & Depoorter, Victor & Garcia, Albert & Salom, Jaume, 2015. "Energy efficiency and renewable energy integration in data centres. Strategies and modelling review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 429-445.
    2. Sengupta, Manajit & Xie, Yu & Lopez, Anthony & Habte, Aron & Maclaurin, Galen & Shelby, James, 2018. "The National Solar Radiation Data Base (NSRDB)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 51-60.
    3. Mueen Uddin & Azizah Abdul Rahman & Asadullah Shah, 2012. "Criteria to select energy efficiency metrics to measure performance of data centre," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 8(3/4/5/6), pages 224-237.
    4. Bajpai, Prabodh & Dash, Vaishalee, 2012. "Hybrid renewable energy systems for power generation in stand-alone applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2926-2939.
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    Cited by:

    1. Idun Osnes & Anis Yazidi & Hans-Arno Jacobsen & Frank Eliassen & Sabrina Sartori, 2022. "Harnessing Task Usage Prediction and Latency Sensitivity for Scheduling Workloads in Wind-Powered Data Centers," Energies, MDPI, vol. 15(12), pages 1-16, June.
    2. Güğül, Gül Nihal & Gökçül, Furkan & Eicker, Ursula, 2023. "Sustainability analysis of zero energy consumption data centers with free cooling, waste heat reuse and renewable energy systems: A feasibility study," Energy, Elsevier, vol. 262(PB).
    3. S. M. Mezbahul Amin & Nazia Hossain & Molla Shahadat Hossain Lipu & Shabana Urooj & Asma Akter, 2023. "Development of a PV/Battery Micro-Grid for a Data Center in Bangladesh: Resilience and Sustainability Analysis," Sustainability, MDPI, vol. 15(22), pages 1-22, November.

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