Innovative Tools for Cyber-Physical Energy Systems

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Conduct the plan of training schools 1 & 2 (cf. Table 1.2b - 1.2d)

The deliverable includes conducting the first 2 training schools at month 8, 14, documented in the first periodic report.

Stationary and non-stationary signal recognition method

A report that decribes the method of real time data analysis that can separate stationary and non-stationary patterns.

Uncertainty modelling method for offshore energy production

The uncertainty modelling method for relevant offshore conditions will be described in the report.

Summary of best practices in digitalization in energy sector

The report will document a series of experiences of digitalization in different organizations and sectors, and provide preliminary assessment with recommendations to the best practices.

Information model design for data exchange

The model contains specifications of information that will be used for implementation. The specifications will be written in the form of report to EU portal.

IoT data acquisition system design method

The method will be documented as deliverable that can be applied to design the new generation of SCADA system that follows Cloud/IoT concept using software defined network.

Stability assessment benchmark system model

A test system model will be developed for system stability analysis. A benchmark system will be developed and uploaded to an open platform for sharing.

Project website

Lead the design of a website for the project.

Promotional materials (flyer, social media account)

Lead the design of the promotional materials for the project.

Publications

Enhancing Brownfield Digital Substation Cyber Security with HMAC Authentication

Author(s): Alfan Presekal, Vetrivel Rajkumar, Himanshu Goyel, Nicola Cibin, Peter Palensky, Joey Godefrooi, Alexandru Ştefanov
Published in: IEEE PES International Meeting, 2026
Publisher: IEEE

A CIM-Based Graph Data Model for Reliability Studies of Medium-Voltage Cables

Author(s): Lunodzo Mwinuka, Konrad Sundsgaard, Massimo Cafaro, Guangya Yang, Lucas Pereira, Hugo Morais
Published in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2025, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgteurope64741.2025.11305336

Framing barriers for distribution grid digitalisation: A conceptual framework for policy recommendation

Author(s): Roberto Monaco, Claire Bergaentzle, Per Sieverts Nielsen, Konrad Sundsgaard
Published in: 2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgtasia54891.2023.10372651

Clustering Rooftop PV Systems via Probabilistic Embeddings

Author(s): Kutay Bölat, Tarek Alskaif, Peter Palensky, Simon H. Tindemans
Published in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2025, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgteurope64741.2025.11305622

EMT-Based Machine Learning Model for Fault Ride-Through Assessment in Type IV Offshore Wind Turbine Generators

Author(s): Gabriel Miguel Gomes Guerreiro, Ranjan Sharma, Frank Martin, Guangya Yang
Published in: 2024
Publisher: CIGRE

A Decentralised Relational Data Model for Reliability Studies of Medium-Voltage Cables

Author(s): Konrad Sundsgaard, Lunodzo Justine Mwinuka, Massimo Cafaro, Jens Zöega Hansen, Guangya Yang
Published in: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2025, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgteurope62998.2024.10863105

Virtual61850: A Model-Driven Tool to Support the Design and Validation of Virtualized Controllers in Power Industry

Author(s): Nadine Kabbara, Timothe Grisot, Jerome Cantenot
Published in: Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering, 2024, Page(s) 157-168
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012360600003645

Oscillations between Grid-Forming Converters in Weakly Connected Offshore WPPs

Author(s): Sulav Ghimire, Kanakesh V. Kkuni, Gabriel M. G. Guerreiro, Emerson D. Guest, Kim H. Jensen, Guangya Yang
Published in: 2024 IEEE Power & Energy Society General Meeting (PESGM), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/pesgm51994.2024.10689212

Automatic Power Quality Disturbance Feature Extraction Using Fast Iterative Filtering

Author(s): Han Shao, Rui Henriques, Hugo Morais, Elisabetta Tedeschi
Published in: 2024 21st International Conference on Harmonics and Quality of Power (ICHQP), 2025, Page(s) 660-665, ISBN 979-8-3503-8256-3
Publisher: IEEE
DOI: 10.1109/ichqp61174.2024.10768829

Rethinking data requirements for the reliability assessment of medium voltage cables

Author(s): Konrad Sundsgaard; Jens Zoëga Hansen; Guangya Yang
Published in: CIRED 2023 International Conference & Exhibition on Electricity Distribution, Issue 2, 2023
Publisher: IET library https://digital-library.theiet.org
DOI: 10.5281/zenodo.7839771

Challenges in the representation of digital applications in SGAM: Overview and solutions

Author(s): Jose Angel Leiva Vilaplana, Konrad Sundsgaard, Gabriel Miguel Gomes Guerreiro, Guangya Yang
Published in: 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2022, Page(s) 1-5, ISBN 1665480327
Publisher: IEEE
DOI: 10.1109/isgt-europe54678.2022.9960549

Steady-State Analysis of Saturated Type IV Wind Turbines Under Non-Faulty Operations

Author(s): Ramon Abritta, Gabriel M. G. Guerreiro, Hrishikesan Vadakkedath, Emerson Guest, Alexey Pavlov
Published in: 2025 IEEE 19th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG), 2025, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/cpe-powereng63314.2025.11027252

Re-thinking Short-Circuit Current Contribution from Type IV Wind Turbines: A Perspective into How Standardization Can Be Improved

Author(s): Gabriel M. G. Guerreiro, Ramon Abritta, Ranjan Sharma, Kaio V. Vilera, Sulav Ghimire, Pramod Ghimire, Frank Martin, Guangya Yang
Published in: 2024 IEEE Power & Energy Society General Meeting (PESGM), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/pesgm51994.2024.10688914

Towards Real-Time Distinction of Power System Faults and Cyber Attacks

Author(s): Ali Abedi, Vetrivel S. Rajkumar, Alexandru Ştefanov, Peter Palensky
Published in: 2023 IEEE Power & Energy Society General Meeting (PESGM), 2023, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/pesgm52003.2023.10253241

Probabilistic Economic Assessment of an Offshore Energy Hub Supplying Electrical Power to a Floating Production Storage and Offloading Unit

Author(s): Ramon Abritta Aguiar Santos, Alexey Pavlov, Damiano Varagnolo, Børre T. Børresen
Published in: Volume 8: Ocean Renewable Energy, 2023, ISBN 978-0-7918-8690-8
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/omae2023-105003

A System-Based Framework for Optimal Sensor Placement in Smart Grids

Author(s): Agrippina Mwangi, Konrad Sundsgaard, Jose Angel Leiva Vilaplana, Kaio Vinícius Vilerá, Guangya Yang
Published in: 2023 IEEE Belgrade PowerTech, 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/powertech55446.2023.10202987

A heuristic approach to optimize radial inter-array cabling topologies in large wind power plants

Author(s): Ramon Abritta, Alexey Pavlov, Damiano Varagnolo, Børre Tore Børresen
Published in: 2024 IEEE Power & Energy Society General Meeting (PESGM), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/pesgm51994.2024.10688422

One Model to Forecast Them All and in Entity Distributions Bind Them

Author(s): Kutay Bölat, Simon H. Tindemans
Published in: 2025 IEEE Kiel PowerTech, 2025, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/powertech59965.2025.11180224

Using Component Risk Models to Guide Future Pathways for Risk-Based Performance Regulation

Author(s): Roberto Monaco, Konrad Sundsgaard, Jose Angel Leiva Vilaplana
Published in: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2025, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgteurope62998.2024.10863743

Introducing Digitalisation to Component Risk Models: Enhancing Regulatory Effectiveness

Author(s): Konrad Sundsgaard, Roberto Monaco, Jose Angel Leiva Vilaplana, Claire Bergaentzlé, Jens Zoëga Hansen, Guangya Yang
Published in: 2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgtasia54891.2023.10372640

New Pathways to Future Grid Compliance for Wind Power Plants

Author(s): Gabriel Miguel Gomes Guerreiro; Frank Martin; Guangya Yang; Björn Andresen
Published in: 21st Wind & Solar Integration Workshop,, 2022
Publisher: IET
DOI: 10.1049/icp.2022.2745

Building Resilience for SDN-Enabled IoT Networks in Offshore Renewable Energy Supply

Author(s): Agrippina Mwangi, Elena Fumagalli, Mikkel Gryning, Madeleine Gibescu
Published in: 2023 IEEE 9th World Forum on Internet of Things (WF-IoT), 2024, Page(s) 1-2
Publisher: IEEE
DOI: 10.1109/wf-iot58464.2023.10539483

Cyber Security of Digital Substations: Cyber Threats Identification and Mitigations Evaluation

Author(s): Nicola Cibin, Joey Godefrooi, Dirk Van Hofwegen, Herman Carstens, Corné de Hoogh, Jan Nieuwstad, Olaf Peters, Alexandru Stefanov
Published in: CIGRE Paris Session, 2026
Publisher: CIGRE

Comparing Deep Neural Networks for 1D Multi-Label Power Quality Disturbance Classification: ResNet, MobileNet, and DenseNet

Author(s): Han Shao, Rui Henriques, Hugo Morais, Elisabetta Tedeschi
Published in: IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, 2025, Page(s) 1-6, ISBN 978-1-6654-6454-3
Publisher: IEEE
DOI: 10.1109/iecon55916.2024.10905211

Challenges in the representation of digital applications in SGAM: Overview and solutions

Author(s): Jose Angel Leiva Vilaplana; Konrad Sundsgaard; Gabriel Miguel Gomes Guerreiro; Guangya Yang
Published in: IEEE PES Innovative Smart Grid Technologies (IEEE PES ISGT EUROPE 2022), Issue 1, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6992353

H<sub>∞</sub>-Based Double Grid Forming Controller of Multi-Modular Converters in a Hybrid AC/DC Grid

Author(s): Baron-Prada Eder, Anta Adolfo, Makoschitz Markus, Dörfler Florian
Published in: 2023 IEEE 24th Workshop on Control and Modeling for Power Electronics (COMPEL), Issue 1, 2024, Page(s) 1-8
Publisher: IEEE
DOI: 10.1109/compel52896.2023.10221196

Enhancing Distribution Grid Failure Data by Leveraging AI-driven text classification: A Danish Case Study

Author(s): Konrad Sundsgaard; Guangya Yang; Jens Zoëga Hansen; Massimo Cafaro
Published in: CIGRE Paris Session 2024, 2024
Publisher: CIGRE (International Council on Large Electric Systems)

A CIM-Based Graph Data Model for Reliability Studies of Medium-Voltage Cables

Author(s): L. J. Mwinuka, K. Sundsgaard, M. Cafaro, G. Yang, L. Pereira and H. Morais
Published in: 2025 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2025
Publisher: IEEE

Exploring Data Collection and Fusion of Medium Voltage Cable Failures - A Danish Case Study

Author(s): Konrad Sundsgaard, Jens Zöega Hansen, Guangya Yang, Massimo Cafaro, Peter Kjær Hansen
Published in: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2024, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/isgteurope56780.2023.10407301

WTG Manufacturer's Experience with Subsystem and Component Validation for Wind Turbines

Author(s): Curran, Owen; Gomes Guerreiro, Gabriel M; Azarian, Soroush; Martin, Frank; Dreyer, Thomas
Published in: 21st wind and solar integration workshop, 2022
Publisher: IET Digital Library
DOI: 10.5281/zenodo.7413585

Mixed Small Gain and Phase Theorem: A new view using Scale Relative Graphs

Author(s): Eder Baron-Prada, Adolfo Anta, Alberto Padoan, Florian Dörfler
Published in: 2025 European Control Conference (ECC), Issue 1, 2025, Page(s) 114-119
Publisher: 2025 European Control Conference (ECC)
DOI: 10.23919/ecc65951.2025.11187196

Specifications of a Simulation Framework for Virtualized Intelligent Electronic Devices in Smart Grids Covering Networking and Security Requirements

Author(s): Nadine Kabbara, Agrippina Mwangi, Madeleine Gibescu, Ali Abedi, Alexandru Stefanov, Peter Palensky
Published in: 2023 IEEE Belgrade PowerTech, 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/powertech55446.2023.10202950

A Real-Time Implementation and Testing of Virtualized Controllers for Software-Defined IEC 61850 Digital Substations

Author(s): Nadine Kabbara, Agrippina Mwangi, Alexandru Ştefanov, Madeleine Gibescu
Published in: IEEE Open Journal of Industry Applications, Issue 5, 2024, Page(s) 300-310, ISSN 2644-1241
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ojia.2024.3426321

Functional specifications and testing requirements for grid-forming offshore wind power plants

Author(s): Sulav Ghimire, Gabriel Miguel Gomes Guerreiro, Kanakesh Vatta Kkuni, Emerson David Guest, Kim Høj Jensen, Guangya Yang, Xiongfei Wang
Published in: Wind Energy Science, Issue 10, 2025, Page(s) 1-15, ISSN 2366-7451
Publisher: Copernicus GmbH
DOI: 10.5194/wes-10-1-2025

On Decentralized Stability Conditions Using Scaled Relative Graphs

Author(s): Eder Baron-Prada, Adolfo Anta, Florian Dörfler
Published in: IEEE Control Systems Letters, Issue 9, 2025, Page(s) 691-696, ISSN 2475-1456
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/lcsys.2025.3577230

Detection of False Data Injection Attacks in Distribution Networks: A Vertical Federated Learning Approach

Author(s): Mert Kesici, Bikash Pal, Guangya Yang
Published in: IEEE Transactions on Smart Grid, Issue 15, 2024, Page(s) 5952-5964, ISSN 1949-3053
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsg.2024.3399396

Virtualized Protection, Automation, and Control in Electrical Substations: An Open-Source Dynamic Cost-Benefit Assessment Model

Author(s): Jose Angel Leiva Vilaplana, Nadine Kabbara, Thierry Coste, Hugo Morais, Hisham Zerriffi, Madeleine Gibescu
Published in: IEEE Access, Issue 12, 2024, Page(s) 107488-107504, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3435972

Immittance-based black-box model identification via vector fitting methods for offshore wind power plant components

Author(s): Jeppe Haugaard, Finnur Malmquist, Sulav Ghimire, Gabriel M.G. Guerreiro, Emerson Guest, Guangya Yang
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 1042-1051, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3912

Inter-array cabling optimization in offshore wind power plants, a new reliability indicator for radial grids

Author(s): Ramon Abritta, Alexey Pavlov, Damiano Varagnolo, Børre Tore Børresen
Published in: Open Research Europe, Issue 3, 2024, Page(s) 214, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/openreseurope.16716.2

Control parameter estimation encompassing time and frequency domain test cases using Particle Swarm Optimization

Author(s): Kaio V. Vilerá, Gabriel M. G. Guerreiro, Nicolae Darii, Dusan Majstorovic, Guangya Yang
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 233-241, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3794

The Design and Implementation of a Graph-based P2P Data Storage Service

Author(s): Lunodzo Justine Mwinuka, Massimo Cafaro, Lucas Pereira and Hugo Morais
Published in: Future Internet, 2026, ISSN 1999-5903
Publisher: MDPI
DOI: 10.5281/zenodo.17743766

Attention-enhanced residual networks for real-time multi-label power quality disturbance classification with fast iterative filtering

Author(s): Han Shao, Rui Henriques, Hugo Morais, Elisabetta Tedeschi
Published in: Applied Energy, Issue 406, 2026, Page(s) 127233, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2025.127233

Novel estimation framework for short-circuit current contribution of type IV wind turbines at transient and steady-state of the faults

Author(s): Gabriel M.G. Guerreiro, Ramon Abritta, Kaio V. Vilerá, Ranjan Sharma, Frank Martin, Guangya Yang
Published in: Electric Power Systems Research, Issue 234, 2024, Page(s) 110679, ISSN 0378-7796
Publisher: Elsevier BV
DOI: 10.1016/j.epsr.2024.110679

WTG manufacturer's experience with subsystem and component validation for wind turbines

Author(s): O. Curran, G. M. Gomes Guerreiro, S. Azarian, F. Martin, T. Dreyer
Published in: IET Conference Proceedings, Issue 2022, 2024, Page(s) 458-465, ISSN 2732-4494
Publisher: IET
DOI: 10.1049/icp.2022.2812

Locational Detection of False Data Injection Attacks in Smart Grids: A Cloud–Edge Framework Based on Split Learning

Author(s): Mert Kesici, Malek Alduhaymi, Anton Ishchenko, Guangya Yang, Bikash C. Pal
Published in: IEEE Transactions on Smart Grid, Issue 16, 2025, Page(s) 5378-5391, ISSN 1949-3053
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsg.2025.3580683

EMT model validation of an offshore wind power plant with SGRE DD wind turbines under real power system events

Author(s): G. M. Gomes Guerreiro, R. Sharma, F. Martin, G. Yang
Published in: IET Conference Proceedings, Issue 2023, 2024, Page(s) 44-49, ISSN 2732-4494
Publisher: IET
DOI: 10.1049/icp.2023.2717

Transient Stability Enhancement of Grid-Forming Inverter-Based Resources by Optimizing Angle of Saturated Current

Author(s): Ali Arjomandi-Nezhad; Bikash C. Pal
Published in: Journal of Modern Power Systems and Clean Energy, 2025, ISSN 2196-5625
Publisher: SGEPRI
DOI: 10.35833/mpce.2024.001292

Cyber Attacks Detection, Prevention, and Source Localization in Digital Substation Communication using Hybrid Statistical-Deep Learning

Author(s): Nicola Cibin, Bas Mulder, Herman Carstens, Peter Palensky, Alexandru Ştefanov
Published in: Journal of Modern Power Systems and Clean Energy, 2026, ISSN 2196-5625
Publisher: IEEE
DOI: 10.48550/arxiv.2507.00522

Electromagnetic Transient Models: Importance of Performance Testing and Validation [Feature]

Author(s): Nilesh Modi, Martin Fecteau, Lukas Unruh, Gabriel M. Gomes Guerreiro, Jonathan Rose, Aung Thant, Qiang Zhang
Published in: IEEE Power and Energy Magazine, Issue 23, 2025, Page(s) 99-111, ISSN 1540-7977
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mpe.2025.3526079

Cyber-Physical Power System Dataset for Cyber Security of Digital Substations

Author(s): Nicola Cibin, Nadine Kabbara, Alfan Presekal, Ioannis Semertzis, Vetrivel Rajkumar, Himanshu Goyel, Peter Palensky, and Alexandru Ştefanov
Published in: IEEE Access, 2026, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.

A Model Predictive Approach for Enhancing Transient Stability of Grid-Forming Converters

Author(s): Ali Arjomandi-Nezhad, Yifei Guo, Bikash C. Pal, Damiano Varagnolo
Published in: IEEE Transactions on Power Systems, Issue 39, 2024, Page(s) 6675-6688, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2024.3368626

The Living Forecast: Evolving Day-Ahead Predictions into Intraday Reality

Author(s): Kutay Bölat, Peter Palensky, Simon Tindemans
Published in: Electric Power Systems Research, 2026, ISSN 1873-2046
Publisher: Elsevier

Power quality monitoring in electric grid integrating offshore wind energy: A review

Author(s): Han Shao, Rui Henriques, Hugo Morais, Elisabetta Tedeschi
Published in: Renewable and Sustainable Energy Reviews, Issue 191, 2025, Page(s) 114094, ISSN 1364-0321
Publisher: Elsevier BV
DOI: 10.1016/j.rser.2023.114094

Enabling islanding and re-synchronization of grid-forming offshore wind turbine generators

Author(s): Sulav Ghimire, Gabriele Amico, Kanakesh V.K., Gabriel M.G. Guerreiro, Kim H Jensen, Guangya Yang
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 242-250, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3795

Dynamic Cost–Benefit Analysis of Digitalization in the Energy Industry

Author(s): Jose Angel Leiva Vilaplana, Guangya Yang, Emmanuel Ackom, Roberto Monaco, Yusheng Xue
Published in: Engineering, Issue 45, 2025, Page(s) 174-187, ISSN 2095-8099
Publisher: Elsevier BV
DOI: 10.1016/j.eng.2024.11.005

Cabling Optimization in Wind Power Plants, Enhancing the Cable Type-Based Formulation

Author(s): Ramon Abritta, Alexey Pavlov, Damiano Varagnolo, Børre T. Børresen, Ivo Chaves da Silva Junior
Published in: Energies, Issue 18, 2025, Page(s) 4427, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en18164427

Digitalization of power distribution grids: Barrier analysis, ranking and policy recommendations

Author(s): Roberto Monaco, Claire Bergaentzlé, Jose Angel Leiva Vilaplana, Emmanuel Ackom, Per Sieverts Nielsen
Published in: Energy Policy, Issue 188, 2024, Page(s) 114083, ISSN 0301-4215
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.enpol.2024.114083

Investigating the Dependability of Software-Defined IIoT-Edge Networks for Next-Generation Offshore Wind Farms

Author(s): Agrippina Mwangi, Nadine Kabbara, Patrick Coudray, Mikkel Gryning, Madeleine Gibescu
Published in: IEEE Transactions on Network and Service Management, 2024, Page(s) 1-1, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2024.3458447

Stable training of probabilistic models using the leave-one-out maximum log-likelihood objective

Author(s): Kutay Bölat, Simon H. Tindemans, Peter Palensky
Published in: Electric Power Systems Research, Issue 235, 2024, Page(s) 110775, ISSN 0378-7796
Publisher: Elsevier BV
DOI: 10.1016/j.epsr.2024.110775

A Threshold-Triggered Deep Q-Network-Based Framework for Self-Healing in Autonomic Software-Defined IIoT-Edge Networks

Author(s): Agrippina Mwangi, León Navarro-Hilfiker, Lukasz Brewka, Mikkel Gryning, Elena Fumagalli, Madeleine Gibescu
Published in: IEEE Transactions on Network and Service Management, Issue 23, 2026, Page(s) 1297-1311, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2025.3647853

IDSS, a Novel P2P Relational Data Storage Service

Author(s): Massimo Cafaro, Italo Epicoco, Marco Pulimeno, Lunodzo J. Mwinuka, Lucas Pereira, Hugo Morais
Published in: Information Systems Frontiers, 2026, ISSN 1387-3326
Publisher: Kluwer Academic Publishers

A standards-based engineering framework for virtualized protection, automation, and control systems

Author(s): N. Kabbara, T. Coste, J. Cantenot, A. Vialle, H. Morais, M. Gibescu
Published in: IET Conference Proceedings, Issue 2023, 2024, Page(s) 1020-1024, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2023.0619

Real-time software-in-the-loop EMT models of wind turbine and power plant controller: applicability and experiences

Author(s): Gabriel Miguel Gomes Guerreiro, Lalit Negi, Diego Medina, Kanakesh V. Kkuni, Ranjan Sharma, Ireneusz Szczesny, Sulav Ghimire, Kaio V. Vilerá, Thomas Dreyer, Guangya Yang
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 251-257, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3796

WTG grid compliance testing and validation part 2: combined test rig- and prototype WTG-based model validation proposal

Author(s): Gabriel Miguel Gomes Guerreiro, Ranjan Sharma, Owen Curran, Mohsen Neshati, Pankaj Kumar, Thomas Dreyer, Kim H. Jensen
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 672-679, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3861

Modeling Fault Recovery and Transient Stability of Grid-Forming Converters Equipped With Current Reference Limitation

Author(s): Ali Arjomandi-Nezhad, Yifei Guo, Bikash C. Pal, Guangya Yang
Published in: IEEE Transactions on Energy Conversion, Issue 40, 2025, Page(s) 1140-1152, ISSN 0885-8969
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tec.2024.3507544

Towards a Software-Defined Industrial IoT-Edge Network for Next-Generation Offshore Wind Farms: State of the Art, Resilience, and Self-X Network and Service Management

Author(s): Agrippina Mwangi, Rishikesh Sahay, Elena Fumagalli, Mikkel Gryning, Madeleine Gibescu
Published in: Energies, Issue 17, 2024, Page(s) 2897, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17122897

Big Data Energy Systems: A Survey of Practices and Associated Challenges

Author(s): Lunodzo J. Mwinuka, Massimo Cafaro, Lucas Pereira, Hugo Morais
Published in: Computer Science ~Review, 2026, ISSN 1574-0137
Publisher: Elsevier BV

Digital versus grid investments in electricity distribution grids: Informed decision-making through system dynamics

Author(s): Jose Angel Leiva Vilaplana, Guangya Yang, Roberto Monaco, Claire Bergaentzlé, Emmanuel Ackom, Hugo Morais
Published in: Applied Energy, Issue 386, 2025, Page(s) 125536, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2025.125536

Concerning Short-Circuit Current Contribution Challenges of Large-Scale Full-Converter Based Wind Power Plants

Author(s): Gabriel Miguel Gomes Guerreiro, Ranjan Sharma, Frank Martin, Pramod Ghimire, Guangya Yang
Published in: IEEE Access, Issue 11, 2023, Page(s) 64141-64159, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3288610

Designing digitally enabled proactive maintenance systems in power distribution grids: A scoping literature review

Author(s): Lasse Kappel Mortensen, Konrad Sundsgaard, Hamid Reza Shaker, Jens Zoëga Hansen, Guangya Yang
Published in: Energy Reports, Issue 12, 2025, Page(s) 1-21, ISSN 2352-4847
Publisher: Elsevier BV
DOI: 10.1016/j.egyr.2024.08.044

Passive Method for Estimating Fundamental Frequency Grid Impedance: Including Model and Field Verification

Author(s): Gabriel Miguel Gomes Guerreiro, Ranjan Sharma, Frank Martin, Nikolaus Goldenbaum, Guangya Yang
Published in: IEEE Transactions on Sustainable Energy, Issue 16, 2025, Page(s) 2263-2266, ISSN 1949-3029
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tste.2025.3545342

WTG grid compliance testing and validation part 1: grid-converter test rig measurement and verification based on the IEC 61400-21-4

Author(s): Owen Curran, Mohsen Neshati, Gabriel Miguel Gomes Guerreiro, Thomas Dreyer, Sokratis Tentzerakis, Marcel Baerschneider
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 703-709, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3865

Development of Type IV WTG short circuit model and integration into commercial short circuit software

Author(s): Gabriel Miguel Gomes Guerreiro, Thanh Nguyen, Christopher Weldy, Ramon Abritta, Casey Briscoe, Pukar Mahat, Ranjan Sharma
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 896-904, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.3892

Advancements on Grid Compliance in Wind Power: Component & Subsystem Testing, Software-/Hardware-in-the-Loop, and Digital Twins

Author(s): Gabriel Miguel Gomes Guerreiro, Frank Martin, Thomas Dreyer, Guangya Yang, Björn Andresen
Published in: IEEE Access, Issue 12, 2024, Page(s) 25949-25966, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3366091

EMT Model Validation Throughout the Life Cycle of Wind Power Plants Based on Type IV Turbines: Experiences and Recommendations

Author(s): Gabriel Miguel Gomes Guerreiro, Ranjan Sharma, Pankaj Kumar, Sulav Ghimire, Frank Martin, Pramod Ghimire, Guangya Yang
Published in: IEEE Access, Issue 13, 2025, Page(s) 17261-17272, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2025.3531796

Towards Software-Defined Protection, Automation, and Control in Power Systems: Concepts, State of the Art, and Future Challenges

Author(s): Nadine Kabbara; Mohand Ouamer Nait Belaid; Madeleine Gibescu; Luis Ramirez Camargo; Jerome Cantenot; Thierry Coste; Vincent Audebert; Hugo Morais
Published in: Energies, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15249362

Privacy-preserving energy theft detection based on federated learning

Author(s): Junxi Hua, Mert Kesici, Bikash Pal
Published in: IET Conference Proceedings, Issue 2024, 2025, Page(s) 269-274, ISSN 2732-4494
Publisher: Institution of Engineering and Technology (IET)
DOI: 10.1049/icp.2024.4671

Modernising Electricity Distribution Grids in Spain: Assessing the Benefits of Digitalisation in the Context of the Spanish Recovery, Resilience, and Transformation Plans

Author(s): Vilaplana, Jose Angel Leiva
Published in: Issue 1, 2021
Publisher: Fundación de Estudios de Economía Aplicada
DOI: 10.5281/zenodo.8104185

Predictive Maintenance of Medium Voltage Cable Networks using Machine Learning

Author(s): Konrad Sundsgaard
Published in: 2025
Publisher: DTU Wind and Energy Systems
DOI: 10.11581/e39dacea-e69a-4398-a8ed-68b3e0cfc96e

Novel Methodologies for Grid Connection Assessment of Wind Power Plants

Author(s): Gabriel Miguel Gomes Guerreiro
Published in: 2025
Publisher: DTU Wind and Energy Systems

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