TWAIN
HORIZON project
Title: Integrated, Value-based and Multi-objective wind farm control powered by Artificial Intelligence
Period: 2023 - 27
Budget: 6 MEur (of which 558 kEur to TUD)
Role: PI
Funding source: HORIZON (call HORIZON-CL5-2022-D3-03), grant id 101122194

Description: The project is dedicated to ensuring the reliable and cost-effective design and operation of wind power plants, with a specific emphasis on system stability, security, and environmental considerations. This involves the pivotal role of coordinated solutions for wind farm control and asset management.
TWAIN aligns with ambitious decarbonization goals, acknowledging the transformative influence of powerful catalysts such as artificial intelligence (AI) and digitalization, driving the energy transition, and enabling the integration of wind farm control technology processes into the operation and design of future energy systems.
The project’s goals are:
- To develop a modern data collection and analysis environment for the TWAIN workflow.
- To digitalise, validate, and incorporate the prediction tools for the relevant processes of wind farm control.
- To quantify the economic, social and environmental implications and risks for a series of industrially critical case studies.
- To optimise multi-objective, value-based WFC, through multi-level controller integration and related WF design.
- To facilitate testing and adoption of the open-source TWAIN decision support environment for wind power asset management.
For more information check the project web site and the project page on CORDIS.
Publications
- ACM_TCPSSwitched Zero Dynamics Attacks on Sampled-Data Systems with Non-Uniform Sampling: Vulnerability and CountermeasuresACM Transactions on Cyber-Physical Systems 2025
- IEEE_LCSSPeriodic sparse control to prevent undetectable attacks on over-actuated systemsIEEE Control Systems Letters 2025
- CDC25Periodic Sparse Control to Prevent Undetectable Attacks on Over-Actuated SystemsIn IEEE 64th Conference on Decision and Control (CDC) 2025
- ECC25Zero Dynamics Attacks Subject to Actuator Saturation: A Constrained Optimization ApproachIn European Control Conference 2025
- CDC24A Self-Triggered Control Watermarking Scheme for Detecting Replay AttacksIn 2024 IEEE 63rd Conference on Decision and Control (CDC) 2024