Skip to main content
Erschienen in: Energy Systems 2/2022

07.05.2021 | Original Paper

Computational framework for behind-the-meter DER techno-economic modeling and optimization: REopt Lite

verfasst von: Sakshi Mishra, Josiah Pohl, Nick Laws, Dylan Cutler, Ted Kwasnik, William Becker, Alex Zolan, Kate Anderson, Dan Olis, Emma Elgqvist

Erschienen in: Energy Systems | Ausgabe 2/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The energy system is undergoing a major transformation with the global emphasis on decarbonization. Distributed generation is projected to play a significant role in the new energy system, and energy models are informing how distributed generation can be integrated reliably and economically. In this work, we present an end-to-end computational framework for distributed energy resource (DER) modeling, REopt Lite™, which captures the interface of technology, economics, and policy in the energy modeling process. We describe the problem space, the building blocks of the model, the scaling capabilities of the design, the optimization formulation, and the extensibility of the model. We present a framework for accelerating the techno-economic analysis of behind-the-meter distributed energy resources to enable rapid planning and decision-making, thereby enabling greater renewable energy deployment. This computation framework is open-sourced to facilitate transparency, flexibility, and wider collaboration opportunities within the worldwide energy modeling community.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Fußnoten
1
Note that the described limitations are combined from all the tools, they may or may not be present in every single referenced tool.
 
2
SAM being a notable exception, which has been open-sourced.
 
3
Open-sourced under BSD-3 License, which is permissive with minimal restriction on use and distribution.
 
6
Diesel generator is restricted to resilience applications only in the webtool; grid-connected use of diesel generators is allowed in the API.
 
7
Theoretically unlimited, but in the code implementation a big number (10e + 7) is used.
 
9
Information on state net metering limits is available at https://​www.​dsireusa.​org/​.
 
Literatur
1.
Zurück zum Zitat Abgottspon, H., Andersson, G.: Approach of integrating ancillary services into a medium-term hydro optimization. In: XII SEPOPE: Symposium of Specialists in Electric Operational and Expansion Planning. Rio de Janiero (2012) Abgottspon, H., Andersson, G.: Approach of integrating ancillary services into a medium-term hydro optimization. In: XII SEPOPE: Symposium of Specialists in Electric Operational and Expansion Planning. Rio de Janiero (2012)
2.
Zurück zum Zitat Becker, W., Cutler, D., Anderson, K., Olis, D.: REopt: enabling renewable energy, storage, and combined heat & power. In: Proceedings of the ACEEE 2019 summer study on energy efficiency in industry. Portland, OR (2019) Becker, W., Cutler, D., Anderson, K., Olis, D.: REopt: enabling renewable energy, storage, and combined heat & power. In: Proceedings of the ACEEE 2019 summer study on energy efficiency in industry. Portland, OR (2019)
5.
Zurück zum Zitat Coffrin, C., Hijazi, H., Van Hentenryck, P.: Network flow and copper plate relaxations for AC transmission systems. In: Power Systems Computation Conference, pp. 1–8. IEEE, Piscataway (2016) Coffrin, C., Hijazi, H., Van Hentenryck, P.: Network flow and copper plate relaxations for AC transmission systems. In: Power Systems Computation Conference, pp. 1–8. IEEE, Piscataway (2016)
8.
Zurück zum Zitat Cutler, D., Olis, D., Elgqvist, E., Li, X., Laws, N., Diorio, N., Anderson, K.: REopt: A Platform for Energy System Integration and Optimization. National Renewable Energy Laboratory, Golden (2017) Cutler, D., Olis, D., Elgqvist, E., Li, X., Laws, N., Diorio, N., Anderson, K.: REopt: A Platform for Energy System Integration and Optimization. National Renewable Energy Laboratory, Golden (2017)
9.
Zurück zum Zitat Deru, M., Field, K., Studer, D., Benne, K., Griffith, B., Torcellini, P., Crawley, D.: US Department of Energy Commercial Reference Building Models of the National Building Stock. NREL, Golden (2011)CrossRef Deru, M., Field, K., Studer, D., Benne, K., Griffith, B., Torcellini, P., Crawley, D.: US Department of Energy Commercial Reference Building Models of the National Building Stock. NREL, Golden (2011)CrossRef
21.
Zurück zum Zitat Hirst, E., Brendan, K.: Electric-Power Ancilary Services. Oak Ridge National Laboratory, Oak Ridge (1996) CrossRef Hirst, E., Brendan, K.: Electric-Power Ancilary Services. Oak Ridge National Laboratory, Oak Ridge (1996) CrossRef
23.
Zurück zum Zitat Lambert, T., Gilman, P., Lillenthal, P.: Micropower system modeling with HOMER. Integr. Altern. Sources Energy 1(1), 379–385 (2006)CrossRef Lambert, T., Gilman, P., Lillenthal, P.: Micropower system modeling with HOMER. Integr. Altern. Sources Energy 1(1), 379–385 (2006)CrossRef
27.
Zurück zum Zitat Narimani, M.R., Asghari, B., Sharma, R.: Optimal sizing and operation of energy storage for demand charge management and PV utilization. In: 2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D). Denver, CO, USA. (2018). https://doi.org/10.1109/TDC.2018.8440302 Narimani, M.R., Asghari, B., Sharma, R.: Optimal sizing and operation of energy storage for demand charge management and PV utilization. In: 2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D). Denver, CO, USA. (2018). https://​doi.​org/​10.​1109/​TDC.​2018.​8440302
33.
Zurück zum Zitat Ogunmodede, O., Anderson, K., Cutler, D., Newman, A.: Optimizing design and dispatch of a renewable energy system. Appl. Energy 287, 116527 (2021)CrossRef Ogunmodede, O., Anderson, K., Cutler, D., Newman, A.: Optimizing design and dispatch of a renewable energy system. Appl. Energy 287, 116527 (2021)CrossRef
35.
Zurück zum Zitat Petrovic, N., Strezoski, L., Dumnic, B.: Overview of software tools for integration and active management of high penetration of DERs in emerging distribution networks. In: IEEE EUROCON 2019-18th International Conference on Smart Technologies. Novi Sad, Serbia. (2019). https://doi.org/10.1109/EUROCON.2019.8861765 Petrovic, N., Strezoski, L., Dumnic, B.: Overview of software tools for integration and active management of high penetration of DERs in emerging distribution networks. In: IEEE EUROCON 2019-18th International Conference on Smart Technologies. Novi Sad, Serbia. (2019). https://​doi.​org/​10.​1109/​EUROCON.​2019.​8861765
36.
Zurück zum Zitat Rebours, Y.G., Kirschen, D.S., Trotignon, M., Rossignol, S.: A survey of frequency and voltage control ancillary services—Part II: economic features. IEEE Trans. Power Syst. 22(1), 358–366 (2007)CrossRef Rebours, Y.G., Kirschen, D.S., Trotignon, M., Rossignol, S.: A survey of frequency and voltage control ancillary services—Part II: economic features. IEEE Trans. Power Syst. 22(1), 358–366 (2007)CrossRef
41.
Zurück zum Zitat Scioletti, M., Newman, A., Goodman, J., Zolan, A., Leyffer, S.: Optimal design and dispatch of a system of diesel generators, photovoltaics and batteries for remote locations. Optim. Eng. 18(3), 755–792 (2017)MathSciNetCrossRef Scioletti, M., Newman, A., Goodman, J., Zolan, A., Leyffer, S.: Optimal design and dispatch of a system of diesel generators, photovoltaics and batteries for remote locations. Optim. Eng. 18(3), 755–792 (2017)MathSciNetCrossRef
42.
44.
Metadaten
Titel
Computational framework for behind-the-meter DER techno-economic modeling and optimization: REopt Lite
verfasst von
Sakshi Mishra
Josiah Pohl
Nick Laws
Dylan Cutler
Ted Kwasnik
William Becker
Alex Zolan
Kate Anderson
Dan Olis
Emma Elgqvist
Publikationsdatum
07.05.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
Energy Systems / Ausgabe 2/2022
Print ISSN: 1868-3967
Elektronische ISSN: 1868-3975
DOI
https://doi.org/10.1007/s12667-021-00446-8

Weitere Artikel der Ausgabe 2/2022

Energy Systems 2/2022 Zur Ausgabe