Resilient Monitoring and Control A profound paradigm shift in the Energy sector has begun – caused especially by the large-scale integration of distributed energy resources, energy market liberalization and changes to the roles of actors, e.g. to prosumers.
The resilient operation of such a reformed, decentralized and dynamic energy system depends extensively on the data that are gathered, processed and exchanged among different actors using Information and Communication Technologies (ICT).
Key challenges in such an integrated Cyber Physical Energy System (CPES) are how to deduce a meaningful understanding of gathered information in forms of e.g. models deduction or identification of an event that can be used for operation and control of the system. Following this vision, the key topics of the group "Resilient Monitoring and Control" (ROC) are:
- Decentralized multi-domain sensor data fusion and analysis
- State Estimation, Monitoring and state identification of Dynamic Systems
- Digital Twins for control, operation and planning of CPES
- Data-driven Predictive Maintenance in Renewable Energy Systems
Against the background, examples of research questions that group ROC are currently progressing, among many others, are:
- How to model, design and enhance situational awareness of large-scale, multi-domain systems based on heterogeneous and distributed sensor data?
- How to develop models for assessing the situation of energy systems using real-time, historical and scenario based data?
- How to design and analyze strategies for resilient multi-modal energy systems?
- How to develop digital twin for predictive maintenance of Distributed Energy Resources (DER)?
![[Translate to english:] Sesa-Lab im OFFIS](/fileadmin/_processed_/f/b/csm_OFFIS_Web_104_702f84d776.jpg "[Translate to english:] Sesa-Lab im OFFIS")
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Payam Teimourzadeh Baboli
E-Mail: Payam.TeimourzadehBaboli(at)offis.de, Phone: +49 441 9722-129, Room: E87
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Projects
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ReMoDigital
Resilience Monitoring for the Digitization of the Energy Transition
Duration: 2020 - 2023S
SiNED
Systemdienstleistungen für sichere Stromnetze in Zeiten fortschreitender Energiewende und digitaler Transformation
Duration: 2020 - 2024V
VORAUS PV
Entwicklung von Vorehrsagealgorithmen für Ausfälle in komplexen leistungselektronischen Systemen in der Photovoltaik
Duration: 2020 - 2023 Publications
2023
Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control
Klaes, Marcel and Zwartscholten, Jannik and Narayan, Anand and Lehnhoff, Sebastian and Rehtanz, Christian; IEEE Access; 2023
2022
A Hybrid Model for Analysing Disturbance Propagation in Cyber-Physical Energy Systems
Haack, J and Narayan, A and Patil, AD and Klaes, M and Braun, M and Lehnhoff, S and de Meer, H and Rehtanz, C; Electric Power Systems Research; July / 2022
Digital Twin Architecture and Technologies for Hydrogen Electrolyser Applications
Nils Huxoll, Sharaf Alsharif, Jan C Diettrich, Tobias Brandt and Michael Brand; Abstracts of the 11th DACH+ Conference on Energy Informatics - Volume 5, Supplement 2; September / 2022
Energy cost optimization of globally distributed Internet Data Centers by copula-based multidimensional correlation modeling
M. A. Lasemi, S. Alizadeh, M. Assili, Z. Yang, P. Teimourzadeh Baboli, A. Arabkoohsar, A. Raeiszadeh, M. Brand, and S. Lehnhoff; Energy Reports; 12 / 2022
Multivariate Cross-Correlated Reliability Modeling of Wind Turbines using Pair-Copula Functions
P. Teimourzadeh Baboli, A. Raeiszadeh, M. Brand, and S. Lehnhoff; IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe); Oct. / 2022
Optimal Data Reduction of Training Data in Machine Learning-Based Modelling: A Multidimensional Bin Packing Approach
J Wibbeke, P Teimourzadeh Baboli, S Rohjans; Energies ; Jan. / 2022
Reliability-Sensitive Optimization for Provision of Ancillary Services by Tempo-Spatial Correlated Distributed Energy Resources
P. Teimourzadeh Baboli, A. Raeiszadeh, M. Brand, and S. Lehnhoff; 17th International Conference on Soft Computing Models in Industrial and Environmental Applications; Sep. / 2022
Virtualization for Performance Guarantees of State Estimation in Cyber-Physical Energy Systems
Batoul Hage Hassan, Anand Narayan, Michael Brand and Sebastian Lehnhoff; DACH+ Conference on Energy Informatics 2022; September / 2022
2021
Analyzing the Propagation of Disturbances in CPES considering the States of ICT-enabled Grid Services
Anand Narayan, Marcel Klaes, Sebastian Lehnhoff, Christian Rehtanz; Electrical Power and Energy Conference (EPEC 2021); October / 2021
Demo abstract: A Platform to Assess the Trust in Power System Components, Data, and Services
Michael Brand, Felipe Castro, Batoul Hage Hassan, Carsten Krüger, Torben Logemann, Björn Siemers, Dennis Weller, Torge Wolff, Sebastian Lehnhoff; Abstracts of the 10th DACH+ Conference on Energy Informatics; 09 / 2021
