Skip to main content

2015 | OriginalPaper | Buchkapitel

Supporting Renewable Power Supply Through Distributed Coordination of Energy Resources

verfasst von : Michael Sonnenschein, Christian Hinrichs, Astrid Nieße, Ute Vogel

Erschienen in: ICT Innovations for Sustainability

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Renewable Energy Sources (RES) are considered a solution for a sustainable power supply. But integrating these decentralized power sources into the current power grid designed for a centralized power supply is a challenging task. We suggest distributed, agent-based and self-organized control algorithms for distributed units in a “Smart Grid” as a promising but challenging solution. Dynamical Virtual Power Plants (DVPP) are introduced as a first prototype of distributed controlled components of a Smart Grid. Tools and methods for a comprehensive evaluation of such new Smart Grid control methods in terms of technological indicators as well as sustainability indicators will be the next challenge in research and development for computer scientists in this domain.

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Schellnhuber, H.: Earth system analysis and the second Copernican revolution. Nature 402, (1999) Schellnhuber, H.: Earth system analysis and the second Copernican revolution. Nature 402, (1999)
2.
Zurück zum Zitat International Energy Agency: Distributed Generation in Liberalised Electricity Markets. OECD Publishing (2002) International Energy Agency: Distributed Generation in Liberalised Electricity Markets. OECD Publishing (2002)
3.
Zurück zum Zitat IPCC: Climate Change 2013: The physical science basis. In: Intergovernmental Panel on Climate Change (2013) IPCC: Climate Change 2013: The physical science basis. In: Intergovernmental Panel on Climate Change (2013)
4.
Zurück zum Zitat Bundesumweltministerium: Langfristszenarien und Strategien für den Ausbau der erneuerbaren Energien in Deutschland bei Berücksichtigung der Entwicklung in Europa und global. Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit (2012) (in german) Bundesumweltministerium: Langfristszenarien und Strategien für den Ausbau der erneuerbaren Energien in Deutschland bei Berücksichtigung der Entwicklung in Europa und global. Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit (2012) (in german)
5.
Zurück zum Zitat Appelrath, H., Kagermann, H., Mayer, C.: Future Energy Grid. acatech—National Academy of Science and Engineering (2012) Appelrath, H., Kagermann, H., Mayer, C.: Future Energy Grid. acatech—National Academy of Science and Engineering (2012)
6.
Zurück zum Zitat European Technology Platform for Electricity Networks of the Future: Strategic Deployment Document for Europe’s Electricity Networks of the Future (2010) European Technology Platform for Electricity Networks of the Future: Strategic Deployment Document for Europe’s Electricity Networks of the Future (2010)
7.
Zurück zum Zitat CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Reference Architecture. CEN (2012) CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Reference Architecture. CEN (2012)
8.
Zurück zum Zitat CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Information Security. CEN (2012) CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Information Security. CEN (2012)
9.
Zurück zum Zitat Rosinger, C., Uslar, M.: Smart grid security: IEC 62351 and other relevant standards. In: Standardization in Smart Grids. Power Systems. Springer Berlin Heidelberg, pp. 129–146 (2013) Rosinger, C., Uslar, M.: Smart grid security: IEC 62351 and other relevant standards. In: Standardization in Smart Grids. Power Systems. Springer Berlin Heidelberg, pp. 129–146 (2013)
10.
Zurück zum Zitat Nieße, A., Lehnhoff, S., Tröschel, M., Uslar, M., Wissing, C., Appelrath, H.J., Sonnenschein, M.: Market-based self-organized provision of active power and ancillary services: An agent-based approach for smart distribution grids. In: Complexity in Engineering (COMPENG) (2012) Nieße, A., Lehnhoff, S., Tröschel, M., Uslar, M., Wissing, C., Appelrath, H.J., Sonnenschein, M.: Market-based self-organized provision of active power and ancillary services: An agent-based approach for smart distribution grids. In: Complexity in Engineering (COMPENG) (2012)
11.
Zurück zum Zitat Asmus, P.: Microgrids, virtual power plants and our distributed energy future. Electr. J. 23(10), 72–82 (2010)CrossRef Asmus, P.: Microgrids, virtual power plants and our distributed energy future. Electr. J. 23(10), 72–82 (2010)CrossRef
12.
Zurück zum Zitat Awerbuch, S., Preston, A.M. (eds.): The Virtual Utility: Accounting, Technology and Competitive Aspects of the Emerging Industry. Volume 26 of Topics in Regulatory Economics and Policy. Kluwer Academic Publishers (1997) Awerbuch, S., Preston, A.M. (eds.): The Virtual Utility: Accounting, Technology and Competitive Aspects of the Emerging Industry. Volume 26 of Topics in Regulatory Economics and Policy. Kluwer Academic Publishers (1997)
13.
Zurück zum Zitat Abarrategui, O., Marti, J., Gonzalez, A.: Constructing the Active European Power Grid. In: Proceedings of WCPEE09, Cairo, pp. 1–4 (2009) Abarrategui, O., Marti, J., Gonzalez, A.: Constructing the Active European Power Grid. In: Proceedings of WCPEE09, Cairo, pp. 1–4 (2009)
14.
Zurück zum Zitat Coll-Mayor, D., Picos, R., Garciá-Moreno, E.: State of the art of the virtual utility: the smart distributed generation network. Int. J. Energy Res. 28(1), 65–80 (2004)CrossRef Coll-Mayor, D., Picos, R., Garciá-Moreno, E.: State of the art of the virtual utility: the smart distributed generation network. Int. J. Energy Res. 28(1), 65–80 (2004)CrossRef
15.
Zurück zum Zitat McArthur, S., Davidson, E., Catterson, V., Dimeas, A., Hatziargyriou, N., Ponci, F., Funabashi, T.: Multi-agent systems for power engineering applications—Part I: Concepts, approaches, and technical challenges. IEEE Trans. Power Syst. 22(4), 1743–1752 (2007)CrossRef McArthur, S., Davidson, E., Catterson, V., Dimeas, A., Hatziargyriou, N., Ponci, F., Funabashi, T.: Multi-agent systems for power engineering applications—Part I: Concepts, approaches, and technical challenges. IEEE Trans. Power Syst. 22(4), 1743–1752 (2007)CrossRef
16.
Zurück zum Zitat Tröschel, M., Appelrath, H.J.: Towards reactive scheduling for large-scale virtual power plants. In: Proceedings of the 7th German Conference on Multiagent System Technologies. MATES’09, Berlin, Heidelberg, Springer, pp. 141–152 (2009) Tröschel, M., Appelrath, H.J.: Towards reactive scheduling for large-scale virtual power plants. In: Proceedings of the 7th German Conference on Multiagent System Technologies. MATES’09, Berlin, Heidelberg, Springer, pp. 141–152 (2009)
17.
Zurück zum Zitat Negenborn, R.R., Lukszo, Z., Hellendoorn, H. (eds.): Intelligent Infrastructures. Volume 42 of Intelligent Systems, Control and Automation: Science and Engineering. Springer (2010) Negenborn, R.R., Lukszo, Z., Hellendoorn, H. (eds.): Intelligent Infrastructures. Volume 42 of Intelligent Systems, Control and Automation: Science and Engineering. Springer (2010)
18.
Zurück zum Zitat Ramchurn, S.D., Vytelingum, P., Rogers, A., Jennings, N.R.: Agent-based homeostatic control for green energy in the smart grid. ACM Trans. Intell. Syst. Technol. 2(4), 35:1–35:28 (2011) Ramchurn, S.D., Vytelingum, P., Rogers, A., Jennings, N.R.: Agent-based homeostatic control for green energy in the smart grid. ACM Trans. Intell. Syst. Technol. 2(4), 35:1–35:28 (2011)
19.
Zurück zum Zitat Anders, G., Siefert, F., Steghöfer, J.P., Seebach, H., Nafz, F., Reif, W.: Structuring and Controlling Distributed Power Sources by Autonomous Virtual Power Plants. In: IEEE Power and Energy Student Summit (PESS 2010), IEEE Power & Energy Society (2010) Anders, G., Siefert, F., Steghöfer, J.P., Seebach, H., Nafz, F., Reif, W.: Structuring and Controlling Distributed Power Sources by Autonomous Virtual Power Plants. In: IEEE Power and Energy Student Summit (PESS 2010), IEEE Power & Energy Society (2010)
20.
Zurück zum Zitat Ramchurn, S.D., Vytelingum, P., Rogers, A., Jennings, N.R.: Putting the ‘smarts’ into the smart grid: a grand challenge for artificial intelligence. Commun. ACM 55(4), 86–97 (2012)CrossRef Ramchurn, S.D., Vytelingum, P., Rogers, A., Jennings, N.R.: Putting the ‘smarts’ into the smart grid: a grand challenge for artificial intelligence. Commun. ACM 55(4), 86–97 (2012)CrossRef
21.
Zurück zum Zitat Kok, J.K., Warmer, C.J., Kamphuis, I.G.: Powermatcher: multiagent control in the electricity infrastructure. In: Fourth international joint conference on Autonomous agents and multiagent systems (AAMAS ‘05), ACM (2005) Kok, J.K., Warmer, C.J., Kamphuis, I.G.: Powermatcher: multiagent control in the electricity infrastructure. In: Fourth international joint conference on Autonomous agents and multiagent systems (AAMAS ‘05), ACM (2005)
22.
Zurück zum Zitat Serugendo, G.D.M., Gleizes, M.P., Gleizes, M.P.: Self-organization in multi-agent systems. Knowl. Eng. Rev. 20, 165–189 (2005)CrossRef Serugendo, G.D.M., Gleizes, M.P., Gleizes, M.P.: Self-organization in multi-agent systems. Knowl. Eng. Rev. 20, 165–189 (2005)CrossRef
23.
Zurück zum Zitat Wooldridge, M.: Intelligent agents. In Weiss, G. (ed.) Multi Agent Systems (2nd edn.). MIT Press (2013) Wooldridge, M.: Intelligent agents. In Weiss, G. (ed.) Multi Agent Systems (2nd edn.). MIT Press (2013)
24.
Zurück zum Zitat Dignum, V., Padget, J.: Multiagent organizations. In Weiss, G. (ed.) Multi Agent Systems (2nd edn.). MIT Press (2013) Dignum, V., Padget, J.: Multiagent organizations. In Weiss, G. (ed.) Multi Agent Systems (2nd edn.). MIT Press (2013)
25.
Zurück zum Zitat Gershenson, C.: Design and Control of Self-organizing Systems. PhD thesis, Vrije Universiteit Brussel (2007) Gershenson, C.: Design and Control of Self-organizing Systems. PhD thesis, Vrije Universiteit Brussel (2007)
26.
Zurück zum Zitat Wooldridge, M.: An introduction to multiagent systems. Wiley (2009) Wooldridge, M.: An introduction to multiagent systems. Wiley (2009)
27.
Zurück zum Zitat Lynch, N.: Distributed Algorithms. Morgan Kaufmann (1996) Lynch, N.: Distributed Algorithms. Morgan Kaufmann (1996)
28.
Zurück zum Zitat Hinrichs, C., Lehnhoff, S., Sonnenschein, M.: COHDA: A Combinatorial Optimization Heuristic for Distributed Agents. In Filipe, J., Fred, A. (eds.) Agents and Artificial Intelligence. Communications in Computer and Information Science. Springer Hinrichs, C., Lehnhoff, S., Sonnenschein, M.: COHDA: A Combinatorial Optimization Heuristic for Distributed Agents. In Filipe, J., Fred, A. (eds.) Agents and Artificial Intelligence. Communications in Computer and Information Science. Springer
29.
Zurück zum Zitat Beer, S., Sonnenschein, M., Appelrath, H.J.: Towards a self-organization mechanism for agent associations in electricity spot markets. In Heiß, H.U., Pepper, P., Schlingloff, H., Schneider, J. (eds.): Informatik 2011—Workshop IT für die Energiesysteme der Zukunft, Bonner Köllen Verlag (2011) Beer, S., Sonnenschein, M., Appelrath, H.J.: Towards a self-organization mechanism for agent associations in electricity spot markets. In Heiß, H.U., Pepper, P., Schlingloff, H., Schneider, J. (eds.): Informatik 2011—Workshop IT für die Energiesysteme der Zukunft, Bonner Köllen Verlag (2011)
30.
Zurück zum Zitat Blank, M., Gerwinn, S., Krause, O., Lehnhoff, S.: Support vector machines for an efficient representation of voltage band constraints. In: 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies, IEEE (2011) Blank, M., Gerwinn, S., Krause, O., Lehnhoff, S.: Support vector machines for an efficient representation of voltage band constraints. In: 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies, IEEE (2011)
31.
Zurück zum Zitat Bremer, J., Rapp, B., Sonnenschein, M.: Encoding distributed search spaces for virtual power plants. In: IEEE Symposium Series in Computational Intelligence (SSCI), Paris, France (2011) Bremer, J., Rapp, B., Sonnenschein, M.: Encoding distributed search spaces for virtual power plants. In: IEEE Symposium Series in Computational Intelligence (SSCI), Paris, France (2011)
32.
Zurück zum Zitat Lehnhoff, S.: Dezentrales vernetztes Energiemanagement. Springer (2010) Lehnhoff, S.: Dezentrales vernetztes Energiemanagement. Springer (2010)
33.
Zurück zum Zitat Nieße, A., Sonnenschein, M.: Using Grid Related Cluster Schedule Resemblance for Energy Rescheduling. In Donnellan, B., Martins, J., Helfert, M., Krempels, K.H. (eds.) SmartGreens 2013—2nd Int. Conf. on Smart Grids and Green IT Systems, pp. 22–31 (2013) Nieße, A., Sonnenschein, M.: Using Grid Related Cluster Schedule Resemblance for Energy Rescheduling. In Donnellan, B., Martins, J., Helfert, M., Krempels, K.H. (eds.) SmartGreens 2013—2nd Int. Conf. on Smart Grids and Green IT Systems, pp. 22–31 (2013)
34.
Zurück zum Zitat Tröschel, M., Scherfke, S., Schütte, S., Nieße, A., Sonnenschein, M.: Using Electric Vehicle Charging Strategies to Maximize PV-Integration in the Low Voltage Grid. In: International Renewable Energy Storage Conference (IRES 2011), Berlin (2011) Tröschel, M., Scherfke, S., Schütte, S., Nieße, A., Sonnenschein, M.: Using Electric Vehicle Charging Strategies to Maximize PV-Integration in the Low Voltage Grid. In: International Renewable Energy Storage Conference (IRES 2011), Berlin (2011)
35.
Zurück zum Zitat Ilic, M.D., Joo, J.Y., Xie, L., Prica, M., Rotering, N.: A decision-making framework and simulator for sustainable electric energy systems. IEEE Trans. Sustain. Energ. 2(1), 37–49 (2011) Ilic, M.D., Joo, J.Y., Xie, L., Prica, M., Rotering, N.: A decision-making framework and simulator for sustainable electric energy systems. IEEE Trans. Sustain. Energ. 2(1), 37–49 (2011)
36.
Zurück zum Zitat Erdmann, L., Hilty, L.M.: Scenario analysis exploring the macroeconomic impacts of information and communication technologies on greenhouse gas emissions. J. Ind. Ecol. 14(5), 826–841 (2010)CrossRef Erdmann, L., Hilty, L.M.: Scenario analysis exploring the macroeconomic impacts of information and communication technologies on greenhouse gas emissions. J. Ind. Ecol. 14(5), 826–841 (2010)CrossRef
37.
Zurück zum Zitat Isenmann, R.: Encyclopedia of Information Ethics and Security. In Quigley, M. (ed.) Encyclopedia of Information Ethics and Security. IGI Global, pp. 622–630 (2007) Isenmann, R.: Encyclopedia of Information Ethics and Security. In Quigley, M. (ed.) Encyclopedia of Information Ethics and Security. IGI Global, pp. 622–630 (2007)
38.
Zurück zum Zitat Hilty, L.M.; Aebischer, B.: ICT for Sustainability: an Emerging Research Field. In: ICT Innovations for Sustainability. Advances in Intelligent Systems and Computing, vol. 310, pp. 3–36. Springer, Switzerland (2015) Hilty, L.M.; Aebischer, B.: ICT for Sustainability: an Emerging Research Field. In: ICT Innovations for Sustainability. Advances in Intelligent Systems and Computing, vol. 310, pp. 3–36. Springer, Switzerland (2015)
39.
Zurück zum Zitat Nieße, A., Tröschel, M., Sonnenschein, M.: Designing dependable and sustainable smart grids—how to apply algorithm engineering to distributed control in power systems. Environmental Modelling and Software (2014) Nieße, A., Tröschel, M., Sonnenschein, M.: Designing dependable and sustainable smart grids—how to apply algorithm engineering to distributed control in power systems. Environmental Modelling and Software (2014)
Metadaten
Titel
Supporting Renewable Power Supply Through Distributed Coordination of Energy Resources
verfasst von
Michael Sonnenschein
Christian Hinrichs
Astrid Nieße
Ute Vogel
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-09228-7_23

Premium Partner