Digital twins for the future power system: An overview and a future perspective

Z Song, CM Hackl, A Anand, A Thommessen… - Sustainability, 2023 - mdpi.com
The inevitable transition of the power system toward a sustainable and renewable-energy
centered power system is accompanied by huge versatility and significant challenges. A …

Data-driven virtual sensor for online loads estimation of drivetrain of wind turbines

O Kamel, M Kretschmer, S Pfeifer, B Luhmann… - Forschung im …, 2023 - Springer
Data-driven approaches have gained interest recently in the field of wind energy. Data-
driven online estimators have been investigated and demonstrated in several applications …

Site-specific production forecast through data-driven and engineering models

R Braunbehrens, K Strecker, A Anand… - Journal of Physics …, 2024 - iopscience.iop.org
The present study investigates the predictive capabilities of two site-specific wind power
forecasting models. The two approaches make use of a machine learning ensemble model …

Profit-optimal data-driven operation of a hybrid power plant participating in energy markets

A Anand, J Petzschmann, K Strecker… - Journal of Physics …, 2024 - iopscience.iop.org
An energy management system (EMS) is formulated for a hybrid power plant (HPP),
consisting of a wind power plant and battery storage plant, participating in bidding stages in …

Reducing Plant-Model Mismatch for Economic Model Predictive Control of Wind Turbine Fatigue by a Data-Driven Approach

A Anand, CL Bottasso - 2023 American Control Conference …, 2023 - ieeexplore.ieee.org
This paper considers the inclusion of an adaptive element in the model-predictive control of
a wind turbine. In fact, an adaptive internal model can reduce the plantmodel mismatch, in …

[PDF][PDF] Digital Twins for the Future Power System: An Overview and a Future Perspective. Sustainability 2023, 15, 5259

Z Song, CM Hackl, A Anand, A Thommessen… - 2023 - academia.edu
The inevitable transition of the power system toward a sustainable and renewable-energy
centered power system is accompanied by huge versatility and significant challenges. A …

Modelling and control of wind turbines with aeroelastically tailoring blades

RB Hussain - 2023 - stax.strath.ac.uk
The increased size of wind turbines (WTs) improves power generation efficiency but also
imposes larger loading effects on the turbine system. A wind turbine with an aeroelastic …