Dr. Miguel Ramirez Gonzalez

Arbeit an der ZHAW

Arbeits- und Forschungsschwerpunkte

Electric power systems, control systems, large-scale wind and solar PV energy sources, BESS, HVDC links, FACTS devices, computational intelligence, machine learning techniques.

Netzwerk

Mitglied in Netzwerken

IEEE Senior Member

ORCID digital identifier

ORCID ID: 0000-0002-7269-7463

Projekte

• Ein ML-basiertes Echtzeit-Dynamisches Sicherheitsassessor- und Frühwarnsystem für TSOs / Stellv. Projektleiter:in / laufend
• Messung und Quantifizierung der Trägheit elektrischer Energiesysteme zur Unterstützung der Integration erneuerbarer Energien / Stellv. Projektleiter:in / laufend
• Erweiterung des ursprünglichen dynamischen Modells von CE mit dem nordischen Stromsystem und Implementierung auf OPAL-RTs ePHASORsim / Projektleiter:in / abgeschlossen
• Neue Verbundperspektiven für den Austausch elektrischer Energie zwischen Europa und Nordafrika / Teammitglied / abgeschlossen

Publikationen

• Mejia-Ruiz, Gabriel E.; Arrieta Paternina, Mario R.; Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2023.

  Real-time co-simulation of transmission and distribution networks integrated with distributed energy resources for frequency and voltage support.

  Applied Energy.

  347(121046).

  Verfügbar unter: https://doi.org/10.1016/j.apenergy.2023.121046

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr; Castellanos-Bustamante, Rafael,

  2022.

  Convolutional neural nets with hyperparameter optimization and feature importance for power system static security assessment.

  Electric Power Systems Research.

  211(108203).

  Verfügbar unter: https://doi.org/10.1016/j.epsr.2022.108203

• Kellermüller, Sandro; Obusevs, Artjoms; Ramirez Gonzalez, Miguel; Korba, Petr,

  2022.

  Digital twin development of a dynamic hardware emulator.

  Energies.

  15(13), S. 4547.

  Verfügbar unter: https://doi.org/10.3390/en15134547

• Segundo Sevilla, Felix Rafael; Liu, Yanli; Barocio, Emilio; Korba, Petr; Ramirez, Miguel; et al.,

  2021.

  State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data.

  International Journal of Electrical Power & Energy Systems.

  137(107772).

  Verfügbar unter: https://doi.org/10.1016/j.ijepes.2021.107772

• Ramirez Gonzalez, Miguel; Obusevs, Artjoms; Sanchez Acevedo, Santiago; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2024.

  Expanding the initial dynamic model of CE with the Nordic power system and real-time implementation[Paper].

  In:

  2024 6th International Conference on Smart Power & Internet Energy Systems (SPIES).

  6th International Conference on Smart Power & Internet Energy Systems (SPIES), Abu Dhabi, UAE, 4-6 December 2024.

  IEEE.

  S. 65-69.

  Verfügbar unter: https://doi.org/10.1109/spies63782.2024.10983806

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2024.

  Power system transient stability prediction with a CNN trained with steady-state input variables[Paper].

  In:

  2024 8th International Conference on Power and Energy Engineering (ICPEE).

  8th International Conference on Power and Energy Engineering (ICPEE), Chengdu, China, 20-22 December 2024.

  S. 94-98.

  Verfügbar unter: https://doi.org/10.1109/icpee64457.2024.10949969

• Ramirez Gonzalez, Miguel; Obusevs, Artjoms; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2024.

  Real-time simulation of the initial dynamic model of CE in ePHASORsim : issues and troubleshooting[Paper].

  In:

  2024 IEEE 65th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

  65th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, 10-12 October 2024.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/RTUCON62997.2024.10830830

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr; Castellanos, Rafael,

  2024.

  Grid-forming converter-interfaced generation for dynamic support of the BCS power grid[Paper].

  In:

  2024 IEEE Kansas Power and Energy Conference (KPEC).

  IEEE Kansas Power and Energy Conference (KPEC), Manhattan, Kansas, USA, 25-26 April 2024.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/KPEC61529.2024.10676124

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr; Castellanos, Rafael,

  2024.

  CNN with squeeze and excitation attention module for power system transient stability assessment[Paper].

  In:

  2024 12th International Conference on Smart Grid (icSmartGrid).

  12th International Conference on Smart Grid (icSmartGrid), Setubal, Portugal, 27-29 May 2024.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/icSmartGrid61824.2024.10578176

• Kellermüller, Sandro; Ramirez Gonzalez, Miguel; Obushevs, Artjoms; Korba, Petr,

  2023.

  Impact of time delays on the performance of a wide-area damping controller under reduced inertia scenarios[Paper].

  In:

  2023 IEEE Belgrade PowerTech.

  IEEE PowerTech, Belgrade, Serbia, 25-29 June 2023.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/PowerTech55446.2023.10202909

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2023.

  Tuning of grid-forming converters with a settings-free optimization algorithm to improve frequency response of low-inertia systems[Paper].

  In:

  2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

  23rd International Conference on Environment and Electrical Engineering (EEEIC) and 7th Industrial and Commercial Power Systems Europe (I&CPS Europe), Madrid, Spain, 6-9 June 2023.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/EEEIC/ICPSEurope57605.2023.10194694

• Kellermüller, Sandro; Ramirez-Gonzalez, Miguel; Obushevs, Artjoms; Korba, Petr,

  2023.

  Laboratory implementation of a wide-area damping controller using a dynamic hardware emulator[Paper].

  In:

  IFAC-PapersOnLine.

  22nd IFAC World Congress, Yokohama, Japan, 9-14 July 2023.

  Elsevier.

  S. 2287-2292.

  Verfügbar unter: https://doi.org/10.1016/j.ifacol.2023.10.1195

• Ramirez Gonzalez, Miguel; Nösberger, Lukas; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2022.

  Small-signal stability assessment with transfer learning-based convolutional neural networks[Paper].

  In:

  2022 IEEE Electrical Power and Energy Conference (EPEC).

  2022 IEEE Electrical Power and Energy Conference (EPEC), online, 5-7 December 2022.

  IEEE.

  S. 386-391.

  Verfügbar unter: https://doi.org/10.1109/EPEC56903.2022.9999738

• Kellermüller, Sandro; Obusevs, Artjoms; Ramirez Gonzalez, Miguel; Korba, Petr,

  2022.

  Inter-area oscillation damping in a scaled version of the Kundur's two area power system[Poster].

  In:

  9th International Conference, Integration of Renewable & Distributed Energy Resources (IRED), Adelaide, Australia, 24-26 October 2022.

  Adelaide:

  IRED.

  Verfügbar unter: https://doi.org/10.21256/zhaw-26569

• Sattinger, W.; Ramirez Gonzalez, Miguel; Hillberg, E.; Segundo Sevilla, Felix Rafael; Obusevs, Artjoms; Chacko, A.; Clauss, D.; Korba, Petr,

  2022.

  Impact of aggregated assets in the power system[Paper].

  In:

  CIGRE Session, Paris, France, 28 August - 2 September 2022.

• Ramirez Gonzalez, Miguel; Bossio, Martina; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2022.

  Evaluation of static network equivalent models for N-1 line contingency analysis[Paper].

  In:

  Proceedings of IEEE GPECOM 2022.

  4th Global Power, Energy and Communication Conference (GPECOM), Cappadocia, Turkey, 14-17 June 2022.

  New York:

  IEEE.

  S. 328-333.

  Verfügbar unter: https://doi.org/10.1109/GPECOM55404.2022.9815713

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2022.

  Power system inertia estimation using a residual neural network based approach[Paper].

  In:

  Proceedings of IEEE GEPCOM 2022.

  4th Global Power, Energy and Communication Conference (GPECOM), Cappadocia, Turkey, 14-17 June 2022.

  New York:

  IEEE.

  S. 355-360.

  Verfügbar unter: https://doi.org/10.1109/GPECOM55404.2022.9815784

• Favre-Perrod, Patrick; Sattinger, Walter; Korba, Petr; Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Wartmann, Bruno,

  2021.

  Experimental and HIL investigation of under-frequency and rate of change of frequency load shedding schemes in interconnected networks with high penetration of renewable generation[Paper].

  In:

  CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution.

  The 26th International Conference and Exhibition on Electricity Distribution (CIRED), online, 20-23 September 2021.

  Institution of Engineering and Technology.

  S. 1131-1135.

  Verfügbar unter: https://doi.org/10.1049/icp.2021.1898

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2021.

  Convolutional neural network based approach for static security assessment of power systems[Paper].

  In:

  2021 World Automation Congress (WAC).

  World Automation Congress 2021, virtual, 1-5 August 2021.

  IEEE.

  S. 106-110.

  Verfügbar unter: https://doi.org/10.23919/WAC50355.2021.9559458

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2021.

  A study on the frequency dynamics of the ENTSO-E grid with increasing share of renewable generation[Paper].

  In:

  9th International Conference on Renewable Power Generation (IET RPG), Dublin, Ireland, 1-2 March 2021.

• Ramirez Gonzalez, Miguel; Segundo Sevilla, Felix Rafael; Korba, Petr,

  2020.

  Optimization free of algorithm-specific control parameters for power system stabilizer tuning[Paper].

  In:

  2020 IEEE 61st International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

  61st International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Virtual Conference, 5-7 November 2020.

  IEEE.

  Verfügbar unter: https://doi.org/10.1109/RTUCON51174.2020.9316612

• Kellermüller, Sandro; Obushevs, Artjoms; Ramirez Gonzalez, Miguel; Korba, Petr,

  2022.

  Digital twin of a dynamic hardware emulator : challenges and opportunities.

  In:

  AIT/IEEE PES Austria Chapter Lecture Series, online, 6. December 2022.

  Verfügbar unter: https://doi.org/10.13140/RG.2.2.31703.34726

Publikationen vor Tätigkeit an der ZHAW

• Assessment of inertial and primary frequency control from wind power plants in the Mexican Electric Power Grid
• Placement and Sizing of Battery Energy Storage for Primary Frequency Control in an Isolated Section of the Mexican Power System
• Neural Network Model to Estimate Resistivity of Ground Enhancers Reinforced with Graphene Nano particles for Transmission Lines
• Conventional and fuzzy PODCs for DFIG-based wind farms and their impact on inter-area and torsional oscillation damping
• Coordinated design of fuzzy supplementary controllers for generator and STATCOM voltage regulators using bat algorithm optimization
• Effect of PODCs for DFIG Based Wind Farms in the Inter-area and Torsional Oscillation Damping
• Self-Tuned Power System Stabilizer Based on a Simple Fuzzy Logic Controller
• Power System Stabilizer Design Using an Online Adaptive Neurofuzzy Controller With Adaptive Input Link Weights

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