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Dieser Wandel f\u00fchrt neben der Einsparung von Kohlenstoffdioxid zu einem Handlungsbedarf im Stromnetz, da durch die Substitution von steuerbaren durch dargebotsabh\u00e4ngige Erzeuger der Ausgleich zwischen Last und Erzeugung nicht mehr wie bisher durchgef\u00fchrt werden kann. Ein m\u00f6glicher Ansatz zur L\u00f6sung dieses Problems, ist zus\u00e4tzlich zum Netzausbau die Ausgestaltung eines Smart Grids, welches durch Steuersysteme anhand verschiedener Netz\u2011, Umwelt- sowie \u00f6konomischer Parameter erreicht werden kann.<\/jats:p>\n          <jats:p>Dieser Artikel untersucht verschiedene zentrale und dezentrale Konzepte f\u00fcr die Datenhaltung in Smart Grid-Steuersystemen sowie die Datenverarbeitung, wobei hier die Aspekte der lokalen und der cloudbasierten Verarbeitung betrachtet werden. Betrachtungsgegenstand bei der Datenhaltung sind relationale Datenbanken, Blockchain und NoSQL-Datenbanken. Nach einem Vergleich der verschiedenen Konzepte anhand der Parameter Datensicherheit, Konsistenz, Skalierbarkeit, Kosten, Latenz, Verf\u00fcgbarkeit und Komplexit\u00e4t sowie einer Abstimmung mit den Anforderungen eines zuvor definierten Use-Case wird eine Beurteilung dar\u00fcber abgegeben, welches Konzept am besten den Anforderungen entspricht. Der Beitrag schlie\u00dft mit einem Ausblick und einer Handlungsempfehlung. Eine ausf\u00fchrliche Analyse f\u00fcr die Datenverarbeitung wird in einem zuk\u00fcnftigen Paper ver\u00f6ffentlicht.<\/jats:p>","DOI":"10.1365\/s40702-024-01091-2","type":"journal-article","created":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T16:42:25Z","timestamp":1719938545000},"page":"927-945","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Vergleich der Umsetzungsoptionen f\u00fcr Steuersysteme im Verbund im Energiesektor: Sicherheitsanforderungen, Effizienz und Wirksamkeit auf zentraler und dezentraler Ebene","Comparison of Implementation Options for Interconnected Control Systems in the Energy Sector: Safety Requirements, Efficiency and Effectiveness at Centralized and Decentralized Level"],"prefix":"10.1365","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-3332-9323","authenticated-orcid":false,"given":"Sven","family":"M\u00fcller","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6478-7307","authenticated-orcid":false,"given":"Jessica","family":"M\u00fcller","sequence":"additional","affiliation":[]},{"given":"Kilian","family":"Hartmann","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Weindl","sequence":"additional","affiliation":[]}],"member":"93","published-online":{"date-parts":[[2024,7,2]]},"reference":[{"key":"1091_CR1","volume-title":"Stromnetze f\u00fcr 65 Prozent Erneuerbare bis 2030. 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