2024

• Bayesian Physics-informed Neural Networks for system identification of inverter-dominated power systems
  Stock, Simon; Babazadeh, Davood; Becker, Christian; Chatzivasileiadis, Spyros J.
  Electric Power Systems Research 235: 110860 (2024)
  Open Access | Publisher DOI
• Uncertainty quantification for branch-current state estimation in power distribution systems
  Strobel, Florian Thorsten Lutz; Babazadeh, Davood; Stock, Simon; Becker, Christian
  IEEE PES Innovative Smart Grid Technologies Europe, ISGT EUROPE 2024
  Publisher DOI
• Physics-informed Actor-Critic for Coordination of Virtual Inertia from Power Distribution Systems
  Stock, Simon; Babazadeh, Davood; Eid, Sari; Becker, Christian
  Authorea (2024-06-06)
  Publisher DOI
• Classification of converter-driven stability and suitable modeling and analysis methods
  Eckel, Christina; Babazadeh, Davood; Becker, Christian
  IEEE Access 12: 53056-53073 (2024)
  Open Access | Publisher DOI
• Virtual inertia provision from distribution power systems using machine learning
  Stock, Simon; Babazadeh, Davood; Becker, Christian
  Big Data Application in Power Systems (Second Edition) - Editor(s): Reza Arghandeh, Yuxun Zhou, Elsevier Science, 2024, Pages 293-322,
  Publisher DOI

2023

• Reinforcement learning based coordination of virtual inertia provision from inverter-dominated distribution grids
  Stock, Simon; Babazadeh, Davood; Hund, Philipp; Becker, Christian
  32nd IEEE International Symposium on Industrial Electronics (ISIE 2023)
  Publisher DOI
• Bayesian physics-informed neural networks for robust system identification of power systems
  Stock, Simon; Stiasny, Jochen; Babazadeh, Davood; Becker, Christian; Chatzivasileiadis, Spyros J.
  IEEE Belgrade PowerTech (2023)
  Publisher DOI
• Coupled multi-energy grid planning - paving the way from isolated to integrated planning
  Heise, Johannes; Engel, Merlin; Mostafa, Marwan; Vieth, Jonathan; Babazadeh, Davood; Speerforck, Arne; Becker, Christian
  IEEE Belgrade PowerTech (2023)
  Publisher DOI
• Resilience of smart integrated energy systems
  Babazadeh, Davood; Teimourzadeh Baboli, Payam; Mayer, Christoph; Brand, Michael; Becker, Christian; Lehnhoff, Sebastian
  In: Fathi, M., Zio, E., Pardalos, P.M. (eds): Handbook of Smart Energy Systems. Springer, Cham, 1887-1913 (2023)
  Publisher DOI
• Optimized utilization of decentral flexibility for the operational management of cellular multi-modal distribution grids
  Wiegel, Béla; Helmrich von Elgott, Lando; Babazadeh, Davood; Becker, Christian
  ETG Congress (2023)
  
• Strategic planning of carbon-neutral heating demand coverage under uncertainty in a coupled multi-energy grid
  Mostafa, Marwan; Babazadeh, Davood; Becker, Christian
  arXiv:2305.04577 (2023)
  Open Access | Publisher DOI
• Towards a more comprehensive open-source model for interdisciplinary smart integrated energy systems
  Wiegel, Béla; Steffen, Tom; Babazadeh, Davood; Becker, Christian
  11th Workshop on Modelling and Simulation of Cyber-Physical Energy Systems (MSCPES 2023)
  Publisher DOI
• Data driven system identification for solid oxide fuel cell systems
  Strobel, Florian Thorsten Lutz; Babazadeh, Davood; Becker, Christian
  IEEE Belgrade PowerTech (2023)
  Publisher DOI

2022

• Modelling the influence of virtual inertia in distribution systems on frequency stability
  Hund, Philipp; Stock, Simon; Babazadeh, Davood; Becker, Christian
  IEEE Power and Energy Student Summit 2022 and Power Electronics Student Summit: (2022)
  
• Application of physics-based graph convolutional network in real-time state estimation of under-determined distribution grids
  Stock, Simon; Dressel, Markus; Babazadeh, Davood; Becker, Christian
  IEEE PES Innovataive Smart Grid Technologies Europe, ISGT Europe (2022)
  Publisher DOI
• Generation of realistic smart meter data from prosumers for future energy system senarios
  Steffen, Tom; Wiegel, Béla; Babazadeh, Davood; Youssfi, Amine; Becker, Christian; Turau, Volker
  10th Conference on Sustainable Energy Supply and Energy Storage Systems (NEIS 2022): (2022)
  
• Integrated Planning of Multi-energy Grids: Concepts and Challenges
  Mostafa, Marwan; Vorwerk, Daniela; Heise, Johannes; Povel, Alexander; Sanina, Natalia; Babazadeh, Davood; Töbermann, Christian; Speerforck, Arne; Becker, Christian; Schulz, Detlef
  10th Conference on Sustainable Energy Supply and Energy Storage Systems (NEIS 2022): (2022)
  
• Interconnected network protection systems - the basis for the reliable and safe operation of distribution grids with a high penetration of renewable energies and electric vehicles
  Lorenz, Matthias; Pletzer, Tobias Markus; Schuhmacher, Malte; Sowa, Torsten; Dahms, Michael; Stock, Simon; Babazadeh, Davood; Becker, Christian; Jaeger, Johann; Lorz, Tobias; Dahlmanns, Markus; Fink, Ina Berenice; Wehrle, Klaus; Ulbig, Andreas; Linnartz, Philipp; Selimaj, Antigona; Offergeld, Thomas
  CIRED Porto Workshop 2022 (3): 548-552 (2022)
  Publisher DOI
• Real-time inertia estimation in an inverter-dominated distribution grid using a physics-informed recurrent neural network
  Plant, Rebecca; Stock, Simon; Babazadeh, Davood; Becker, Christian
  CIRED Porto Workshop 2022 (3): 940-944
  Publisher DOI
• Interference of Household Devices on Broadband Power Line Communication in German Smart Grids
  Steffen, Tom; Peikenkamp, Malte; Ipach, Hanko; Lorenz, Matthias; Babazadeh, Davood; Becker, Christian
  7th IEEE International Energy Conference (ENERGYCON 2022)
  Publisher DOI
• Resilience-oriented operation of power systems: Hierarchical partitioning-based approach
  Zare Oskouei, Morteza; Mehrjerdi, Hasan; Babazadeh, Davood; Teimourzadeh Baboli, Payam; Becker, Christian; Palensky, Peter
  Applied Energy 312: 118721 (2022-04-15)
  Publisher DOI

2021

• Applications of artificial intelligence in distribution power system operation
  Stock, Simon; Babazadeh, Davood; Becker, Christian
  IEEE Access 9 : 150098-150119 (2021-11)
  Open Access | Publisher DOI
• Holistic simulation approach for optimal operation of smart integrated energy systems under consideration of resilience, economics and sustainability
  Hoth, Kai Uwe; Steffen, Tom; Wiegel, Béla; Youssfi, Amine; Babazadeh, Davood; Venzke, Marcus; Becker, Christian; Fischer, Kathrin; Turau, Volker
  Infrastructures 6 (11): 150 (2021-10-23)
  Open Access | Publisher DOI
• A comprehensive analysis of threats and countermeasures in virtualized cyber-physical energy systems
  Attarha, Shadi; Krüger, Carsten; Kamsamrong, Jirapa; Babazadeh, Davood; Lehnhoff, Sebastian
  IET Conference Proceedings 2021 (6): 1525-1529 (2021)
  Publisher DOI
• Model identification and parameter tuning of dynamic loads in power distribution grid: Digital twin approach
  Huxoll, Nils; Aldebs, Mohannad; Teimourzadeh Baboli, Payam; Lehnhoff, Sebastian; Babazadeh, Davood
  International Conference on Smart Energy Systems and Technologies (SEST 2021)
  Publisher DOI
• Performance Assessment of State Estimation in Cyber-Physical Energy Systems
  Hassan, Batoul Hage; Narayan, Anand; Babazadeh, Davood; Klaes, Marcel; Lehnhoff, Sebastian
  IEEE Madrid PowerTech (PowerTech 2021)
  Publisher DOI
• Power Systems Digital Twin under Measurement and Model Uncertainties: Network Parameter Tuning Approach
  Wibbeke, Jelke; Aldebs, Mohannad; Babazadeh, Davood; Teimourzadeh Baboli, Payam; Lehnhoff, Sebastian
  IEEE Madrid PowerTech (PowerTech 2021)
  Publisher DOI
• Wind Turbine Failure Prediction Model using SCADA-based Condition Monitoring System
  Alzawaideh, Bara; Teimourzadeh Baboli, Payam; Babazadeh, Davood; Horodyvskyy, Susanne; Koprek, Isabel; Lehnhoff, Sebastian
  IEEE Madrid PowerTech (PowerTech 2021)
  Publisher DOI
• Robust stochastic optimization for energy sharing between multi-carrier microgrids using transactive energy management system
  Oskouei, Morteza Zare; Mohammadi-Ivatloo, Behnam; Teimourzadeh Baboli, Payam; Babazadeh, Davood
  Von Komponenten bis zum Gesamtsystem fur die Energiewende (ETG-Kongress 2021)
  
• Optimal temperature-based condition monitoring system for wind turbines
  Teimourzadeh Baboli, Payam; Babazadeh, Davood; Raeiszadeh, Amin; Horodyvskyy, Susanne; Koprek, Isabel
  Infrastructures 6 (4): 50 (2021-03-26)
  Open Access | Publisher DOI

2020

• Achievements, experiences, and lessons learned from the European research infrastructure ERIGrid related to the validation of power and energy systems
  Strasser, Thomas I.; de Jong, E. C.W.; Sosnina, M.; Rodriguez-Seco, J. E.; Kotsampopoulos, P.; Babazadeh, Davood; Mäki, Kari; Bhandia, R.; Brandl, R.; Sandroni, C.; Heussen, Kai; Coffele, F.
  Elektrotechnik und Informationstechnik 8 (137): 502-508 (2020-12)
  Publisher DOI
• Two-Stage Condition-based Maintenance Model of Wind Turbine: From Diagnosis to Prognosis
  Baboli, Payam Teimourzadeh; Raeiszadeh, Amin; Babazadeh, Davood; Meiners, Jens
  IEEE International Smart Cities Conference (ISC2 2020)
  Publisher DOI
• Real-time Test Platform for Enabling Grid Service Virtualisation in Cyber Physical Energy System
  Krüger, Carsten; Narayan, Anand; Castro, Felipe; Hassan, Batoul Hage; Attarha, Shadi; Babazadeh, Davood; Lehnhoff, Sebastian
  IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2020)
  Publisher DOI
• Grid function virtualization for reliable provision of services in cyber-physical energy systems
  Narayan, Anand; Hassan, Batoul Hage; Attarha, Shadi; Krüger, Carsten; Babazadeh, Davood; Lehnhoff, Sebastian
  IEEE Power and Energy Society General Meeting 2020: 9282006, 1-5
  Publisher DOI
• Accelerated Real-Time Simulations for Testing a Reactive Power Flow Controller in Long-Term Case Studies
  Sirviö, Katja H.; Mekkanen, Mike; Kauhaniemi, Kimmo; Laaksonen, Hannu; Salo, Ari; Castro, Felipe; Babazadeh, Davood
  Journal of Electrical and Computer Engineering (2020): 8265373 (2020-06-05)
  Publisher DOI
• Virtualization management concept for flexible and fault-tolerant smart grid service provision
  Attarha, Shadi; Narayan, Anand; Hassan, Batoul Hage; Krüger, Carsten; Castro, Felipe; Babazadeh, Davood; Lehnhoff, Sebastian
  Energies 9 (13): 2196 (2020-05-02)
  Publisher DOI
• Education and Training Needs, Methods, and Tools
  Kotsampopoulos, P.; Jensen, Tue V.; Babazadeh, Davood; Strasser, Thomas I.; Rikos, E.; Nguyen, V. H.; Tran, Q. T.; Bhandia, R.; Guillo-Sansano, E.; Heussen, Kai; Narayan, Anand; Nguyen, T. L.; Burt, G. M.; Hatziargyriou, N.
  In: Strasser T., de Jong E., Sosnina M. (eds) European Guide to Power System Testing. Springer, Cham. (2020)
  Publisher DOI
• Experiences with System-Level Validation Approach
  Baboli, Payam Teimourzadeh; Babazadeh, Davood; Siagkas, D.; Manikas, S.; Anastasakis, K.; Merino, Julia
  In: Strasser T., de Jong E., Sosnina M. (eds) European Guide to Power System Testing. Springer, Cham. (2020)
  Publisher DOI
• Measurement-based Modeling of Smart Grid Dynamics: A Digital Twin Approach
  Baboli, Payam Teimourzadeh; Babazadeh, Davood; Bowatte, Kumara
  Smart Grid Conference (SGC2020)
  Publisher DOI
• Operational testing of virtual and physical ieds using goose for protection application
  Ansari, Shoaib; Praatyush, Das; Weller, Dennis; Raussi, Petra; Babazadeh, Davood
  International Conference on Developments in Power System Protection (2020)
  
• Test Procedure and Description for System Testing
  Heussen, Kai; Babazadeh, Davood; Degefa, Merkebu Z.; Taxt, H.; Merino, Julia; Nguyen, V. H.; Baboli, Payam Teimourzadeh; Moghim Khavari, A.; Rikos, E.; Pellegrino, L.; Tran, Q. T.; Jensen, Tue V.; Kotsampopoulos, P.; Strasser, Thomas I.
  In: Strasser T., de Jong E., Sosnina M. (eds) European Guide to Power System Testing. Springer, Cham. (2020)
  Publisher DOI
• Trust assessment of power system states
  Brand, Michael; Babazadeh, Davood; Krüger, Carsten; Siemers, Björn; Lehnhoff, Sebastian
  Energy Informatics S1 (3): (2020)
  Publisher DOI

2019

• Testing an IEC 61850-based Light-weighted Controller for Reactive Power Management in Smart Distribution Grids
  Sirviö, Katja H.; Mekkanen, Mike; Kauhaniemi, Kimmo; Laaksonen, Hannu; Salo, Ari; Castro, Felipe; Ansari, Shoaib; Babazadeh, Davood
  Industrial Electronics Conference (IECON 2019)
  Publisher DOI
• Controller Development for Reactive Power Flow Management between DSO and TSO Networks
  Sirviö, Katja H.; Mekkanen, Mike; Kauhaniemi, Kimmo; Laaksonen, Hannu; Salo, Ari; Castro, Felipe; Ansari, Shoaib; Babazadeh, Davood
  IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe 2019)
  Publisher DOI
• Towards Virtualization of Operational Technology to Enable Large-Scale System Testing
  Ansari, Shoaib; Castro, Felipe; Weller, Dennis; Babazadeh, Davood; Lehnhoff, Sebastian
  International Conference on Smart Technologies (EUROCON 2019)
  Publisher DOI
• A framework for the integration of ICT-relevant data in power system applications
  Brand, Michael; Ansari, Shoaib; Castro, Felipe; Chakra, Ranim; Hassan, Batoul Hage; Krüger, Carsten; Babazadeh, Davood; Lehnhoff, Sebastian
  IEEE Milan PowerTech (2019)
  Publisher DOI
• Flexible and reconfigurable automation architecture for electrical power systems
  Velasquez, Jorge; Krüger, Carsten; Babazadeh, Davood; Lehnhoff, Sebastian; Palaniappan, Rajkumar; Bauernschmitt, Bjorn; Hilbrich, Dominik; Rehtanz, Christian
  IEEE Milan PowerTech (2019)
  Publisher DOI
• Erigrid holistic test description for validating cyber-physical energy systems
  Heussen, Kai; Steinbrink, Cornelius; Abdulhadi, Ibrahim F.; Van Hoa, Nguyen; Degefa, Merkebu Z.; Merino, Julia; Jensen, Tue V.; Guo, Hao; Gehrke, Oliver; Bondy, Daniel Esteban Morales; Babazadeh, Davood; Andrén, Filip Pröstl; Strasser, Thomas I.
  Energies 14 (12): 2722 (2019)
  Publisher DOI

2018

• Future perspectives of co-simulation in the smart grid domain
  Steinbrink, Cornelius; Schlögl, Florian; Babazadeh, Davood; Lehnhoff, Sebastian; Rohjans, Sebastian; Narayan, Anand
  IEEE International Energy Conference (ENERGYCON 2018)
  Publisher DOI
• Smart grid co-simulation with MOSAIK and HLA: a comparison study
  Steinbrink, Cornelius; van der Meer, Arjen A.; Cvetković, Miloš; Babazadeh, Davood; Rohjans, Sebastian; Palensky, Peter; Lehnhoff, Sebastian
  Computer Science - Research and Development 1-2 (33): 135-143 (2018-02-01)
  Publisher DOI
• Co-simulation set-up for testing controller interactions in distribution networks
  Velasquez, Jorge; Castro, Felipe; Babazadeh, Davood; Lehnhoff, Sebastian; Kumm, Thomas; Heuberger, Daniel; Treydel, Riccardo; Lüken, Tim; Garske, Steffen; Hofmann, Lutz
  Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES 2018)
  
• Testing IEC 60870-5-104 and C37.118 based control center applications using a real time simulation platform
  Ansari, Shoaib; Glende, Eric; Wolter, Martin; Babazadeh, Davood; Lehnhoff, Sebastian
  Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2018)
  Publisher DOI

2017

• Centralized versus distributed state estimation for Hybrid AC/HVDC grid
  Grahn, Pontus; Briggner, Viktor; Johansson, Linus; Babazadeh, Davood; Nordström, Lars
  IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe 2017)
  Publisher DOI
• Distributed two-stage network topology processor for HVDC grid operation
  Babazadeh, Davood; Hohn, Fabian; Wu, Yiming; Nordström, Lars
  IEEE Manchester PowerTech (2017)
  Publisher DOI
• Real-time estimation of AC-grid short circuit capacity for HVDC control application
  Babazadeh, Davood; Muthukrishnan, Arvind; Mitra, Pinaki; Larsson, Tomas; Nordström, Lars
  IET Generation, Transmission and Distribution 11 (4): 838-846 (2017-03-09)
  Publisher DOI
• Selection of DC voltage controlling station in an HVDC grid
  Babazadeh, Davood; Muthukrishnan, Arvind; Mitra, Pinaki; Larsson, Tomas; Nordström, Lars
  Electric Power Systems Research 144: 224-232 (2017-03-01)
  Publisher DOI
• Strategies to improve the voltage quality in active low-voltage distribution networks using DSO's assets
  Armendariz, Mikel; Babazadeh, Davood; Brodén, Daniel; Nordström, Lars
  IET Generation, Transmission and Distribution 11 (1): 73-81 (2017-01-05)
  Publisher DOI
• Simulation: A case for interoperability based on LCIM—The μGrip approach
  Uslar, Mathias; Schulte, Judith; Babazadeh, Davood; Schlögl, Florian; Krüger, Carsten; Rosinger, Maike
  IEEE 15th International Conference on Industrial Informatics (INDIN 2017)
  Publisher DOI

2016

• Modeling of communication infrastructure compatible to Nordic 32 power system
  Wu, Yiming; Babazadeh, Davood; Nordström, Lars
  IEEE Power and Energy Society General Meeting, PESGM 2016: 7741521
  Publisher DOI
• Short circuit capacity estimation for HVDC control application
  Babazadeh, Davood; Muthukrishnan, Arvind; Nordström, Lars; Mitra, Pinaki; Larsson, Tomas
  Power Systems Computation Conference (PSCC 2016)
  Publisher DOI
• A method to place meters in active low voltage distribution networks using BPSO algorithm
  Armendariz, Mikel; Babazadeh, Davood; Nordström, Lars; Barchiesi, M.
  Power Systems Computation Conference (PSCC 2016)
  Publisher DOI
• Two-stage network processor for an independent HVDC grid supervisory control
  Babazadeh, Davood; Armendariz, Mikel; Nordström, Lars; Tonti, Alessio; Borghetti, Alberto; Nucci, Carlo Alberto
  IEEE Power and Energy Society General Meeting (PESGM 2016): 7741289
  Publisher DOI
• Distributed secondary frequency control considering rapid start units using alternating direction method of multipliers
  Khan, Muhammad Talal; Habib, Md Zakaria; Karlsson, Elin; Babazadeh, Davood; Fidai, M. Hassan; Nordström, Lars
  Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES 2016)
  Publisher DOI
• Study of centralized and distributed coordination of power injection in multi-TSO HVDC grid with large off-shore wind integration
  Babazadeh, Davood; Van Hertem, Dirk; Nordström, Lars
  Electric Power Systems Research (136): 281-288 (2016)
  Publisher DOI

2015

• Distributed ancillary service support for independent AC-areas through HVDC grid
  Babazadeh, Davood; Freizadeh, Farhad; Nordström, Lars
  IEEE Eindhoven PowerTech (PowerTech 2015)
  Publisher DOI
• Coordination of power injection in HVDC grids with multi-TSOs and large wind penetration
  Babazadeh, Davood; Van Hertem, Dirk; Rabbat, Michael; Nordström, Lars
  11th IET International Conference on AC and DC Power Transmission CP654: (2015)
  Publisher DOI
• Implementation of agent-based power flow coordination in AC/DC grids using co-simulation platform
  Babazadeh, Davood; Nazari, Mohammad Hassan; Fidai, M. Hassan; Chenine, Moustafa; Ghandhari, Mehrdad; Nordström, Lars
  IEEE International Conference on Smart Grid Communications (SmartGridComm 2014)
  Publisher DOI
• Cyber physical approach to HVDC grid control
  Nordström, Lars; Babazadeh, Davood
  Cyber physical systems approach to smart electric power grid: 75-101 (2015)
  Publisher DOI

2014

• Agent-based control of VSC-HVDC transmission grid - A Cyber Physical System perspective
  Babazadeh, Davood; Nordström, Lars
  Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES 2014)
  Publisher DOI
• Stateful data delivery service for wide area monitoring and control applications
  Wu, Yiming; Babazadeh, Davood; Nordström, Lars
  International Conference on Dependable Systems and Networks (2014)
  Publisher DOI

2013

• SITL and HLA Co-simulation platforms: Tools for analysis of the integrated ICT and electric power system
  Bottura, Riccardo; Babazadeh, Davood; Zhu, Kun; Borghetti, Alberto; Nordström, Lars; Nucci, Carlo Alberto
  IEEE EuroCon (2013)
  Publisher DOI
• Test platform for synchrophasor based wide-area monitoring and control applications
  Zhu, Kun; Deo, Samarth; Al-Hammouri, Ahmad T.; Honeth, Nicholas; Chenine, Moustafa; Babazadeh, Davood; Nordström, Lars
  IEEE Power and Energy Society General Meeting, PES 2013: 6672308
  Publisher DOI
• A platform for wide area monitoring and control system ICT analysis and development
  Babazadeh, Davood; Chenine, Moustafa; Zhu, Kun; Nordström, Lars; Al-Hammouri, Ahmad T.
  IEEE Grenoble Conference (POWERTECH 2013)
  Publisher DOI
• Survey on the factors required in design of communication architecture for future DC grids
  Babazadeh, Davood; Chenine, Moustafa; Nordström, Lars
  IFAC Workshop on Convergence of Information Technologies and Control Methods with Power Systems (ICPS 2013)
  Publisher DOI

2009

• Optimization of fuel core loading pattern design in a VVER nuclear power reactors using Particle Swarm Optimization (PSO)
  Babazadeh, Davood; Boroushaki, Mehrdad; Lucas, Caro
  Annals of Nuclear Energy 36 (7): 923-930 (2009-07)
  Publisher DOI
• Mitigating ferroresonance in coupling capacitor voltage transformers with ferroresonance suppressing circuits
  Shahabi, Saeed; Babazadeh, Davood; Shirvani, Rasul Esmaeilnia; Purrezagholi, Mohammad
  IEEE EUROCON 2009