TY - GEN A1 - Schwarz, Doreen A1 - Kunz, Harald T1 - Dynamische Simulation der demografiebedingten Personalbestandsveränderungen in Unternehmen T2 - Forum der Forschung Y1 - 2005 SN - 0947-6989 VL - 9 IS - 18 SP - 143 EP - 148 ER - TY - GEN A1 - Li, Yang A1 - Janik, Przemysław A1 - Schwarz, Harald T1 - Aggregated wind power characteristic curves and artificial intelligence for the regional wind power infeed estimation T2 - Electrical Engineering N2 - The wind power generation is highly dependent on current weather conditions. In the course of the energy transition, the generation levels from volatile wind energy are constantly increasing. Accordingly, the prediction of regional wind power generation is a particularly important and challenging task due to the highly distributed installations. This paper presents a study on the role of regional wind power infeed estimation and proposes a multi-aggregated wind power characteristics model based on three scaled Gumbel distribution functions. Multi-levels of wind turbines and their allocation are investigated for the regional aggregated wind power. Relative peak power performance and full load hours are compared for the proposed model and the real measurement obtained from a local distribution system operator. Furthermore, artificial intelligence technologies using neural networks, such as Long Short-Term Memory (LSTM), stacked LSTM and CNN–LSTM, are investigated by using different historical measurement as input data. The results show that the suggested stacked LSTM performs stably and reliably in regional power prediction. KW - Artificial intelligence KW - Aggregated wind power characteristics KW - Regional wind power KW - Engineering Y1 - 2024 U6 - https://doi.org/10.1007/s00202-023-02005-z SN - 0948-7921 SN - 1432-0487 VL - 106 IS - 1 SP - 655 EP - 671 PB - Springer CY - Berlin Heidelberg ER - TY - GEN A1 - Platta, Kristian A1 - Bendig, Martin A1 - Pfeiffer, Klaus A1 - Schwarz, Harald T1 - Bewertung der Sektorenkopplung im Land Brandenburg T2 - EW : das Magazin für die Energie-Wirtschaft Y1 - 2020 SN - 0013-5496 SN - 1619-5795 IS - 10 SP - 16 EP - 19 ER - TY - GEN A1 - Platta, Kristian A1 - Bendig, Martin A1 - Kuprat, Mark A1 - Pfeiffer, Klaus A1 - Schwarz, Harald T1 - Potenziale zur Sektorenkopplung im Land Brandenburg T2 - Energiewirtschaftliche Tagesfragen : et Y1 - 2020 SN - 0013-743X SN - 0720-6240 VL - 70 IS - 12 SP - 30 EP - 33 ER - TY - GEN A1 - Pforte, Rene A1 - Pfeiffer, Klaus A1 - Fichtner, Wolf A1 - Schwarz, Harald T1 - Studie zur Netzintegration der Erneuerbaren Energien in Brandenburg T2 - Mensch & Technik : das Fachmagazin im Norden Y1 - 2009 SN - 1436-9702 VL - 15 IS - 1 SP - 8 EP - 9 ER - TY - GEN A1 - Schwarz, Harald A1 - Pfeiffer, Klaus T1 - Erneuerbare müssen mehr Systemdienstleistungen erbringen, konventionelle Stromerzeugung wird noch gebraucht T2 - Energiewirtschaftliche Tagesfragen Y1 - 2018 UR - http://et-energie-online.de/Portals/0/PDF/9-2018/et_1809_20_1_Zukunftsfragen_Schwarz_32-35_.pdf SN - 0013-743X SN - 0720-6240 VL - 68 IS - 9 ER - TY - GEN A1 - Serna-Silva, Milthon A1 - Schwarz, Harald A1 - Pfeiffer, Klaus T1 - Application of the East German Grid Experience in Renewable Energies Integration into the Brazilian Energy System T2 - Forum der Forschung, Wissenschaftsmagazin der Brandenburgischen Technischen Universität Cottbus Y1 - 2006 SN - 0947-6989 VL - 10 IS - 19 ER - TY - GEN A1 - Karge, Lars A1 - Pfeiffer, Klaus A1 - Schwarz, Harald A1 - Haake, Dietmar T1 - Anforderungen an thermische Kraftwerksblöcke T2 - ew - das Magazin für die Energiewirtschaft Y1 - 2011 SN - 0013-5496 SN - 1619-5795 VL - 110 IS - 24 SP - 24 EP - 27 ER - TY - GEN A1 - Pfeiffer, Klaus A1 - Schwarz, Harald T1 - Fault Current Limitation in Grids of Power Plants using Resistive HTS Current Limiter T2 - WSEAS transactions on power systems Y1 - 2006 SN - 1790-5060 VL - 1 IS - 8 SP - 1588 EP - 1595 ER - TY - GEN A1 - Pfeiffer, Klaus A1 - Schwarz, Harald T1 - Netzengpässe in Verteilnetzen und technische Lösungsmöglichkeiten Y1 - 2009 ER -