Development of a Nonlinear Mathematical Model and Gain Scheduling-Based Control for Wind Turbine Test Rig

Universitas Prasetiya Mulya is developing a modular wind turbine test rig equipped with a data acquisition system and wind speed controller. However, the control system still needs to be developed. This research aims to design a control system that maintains turbine output power stability by regulating generator torque and pitch angle using a gain scheduling approach. The developed dynamic model includes aerodynamic, drivetrain, generator, and pitch actuator subsystems, based on experimental and simulation data. The tower and drivetrain are treated as rigid due to high structural integrity. The wind speed range used in modeling is 1–15 m/s, with a rated speed of 6 m/s. Below rated speeds, torque control maximizes power extraction, while above rated speeds, pitch control regulates rotor dynamics. The nonlinear model is linearized at above-rated conditions to obtain PID parameters for accurate pitch reference tracking. Simulation results show that the torque controller maintains a maximum power coefficient (Cp) of 0.3476 and an optimal tip speed ratio (TSR) of 3.931, while the pitch controller tracks references with 1–8.4% error depending on wind speed.

Authors

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2026-01-15
DOI
https://doi.org/10.1051/e3sconf/202668702003/pdf
Primary Topic
Wind Turbine Control Systems
Type
article
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article

Development of a Nonlinear Mathematical Model and Gain Scheduling-Based Control for Wind Turbine Test Rig

MN Romi Amin Setiawan, M. Wahyu Pratama
Springer Link (Chiba Institute of Technology)
Wind Turbine Control Systems
article

Development of a Nonlinear Mathematical Model and Gain Scheduling-Based Control for Wind Turbine Test Rig

MN Romi Amin Setiawan, M. Wahyu Pratama
article en

Abstract

Universitas Prasetiya Mulya is developing a modular wind turbine test rig equipped with a data acquisition system and wind speed controller. However, the control system still needs to be developed. This research aims to design a control system that maintains turbine output power stability by regulating generator torque and pitch angle using a gain scheduling approach. The developed dynamic model includes aerodynamic, drivetrain, generator, and pitch actuator subsystems, based on experimental and simulation data. The tower and drivetrain are treated as rigid due to high structural integrity. The wind speed range used in modeling is 1–15 m/s, with a rated speed of 6 m/s. Below rated speeds, torque control maximizes power extraction, while above rated speeds, pitch control regulates rotor dynamics. The nonlinear model is linearized at above-rated conditions to obtain PID parameters for accurate pitch reference tracking. Simulation results show that the torque controller maintains a maximum power coefficient (Cp) of 0.3476 and an optimal tip speed ratio (TSR) of 3.931, while the pitch controller tracks references with 1–8.4% error depending on wind speed.

Springer Link (Chiba Institute of Technology)
Affordable and clean energy
Openalex Percentile: Top 85%
Wind Turbine Control Systems
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Development of a Nonlinear Mathematical Model and Gain Scheduling-Based Control for Wind Turbine Test Rig — MN Romi Amin Setiawan, M. Wahyu Pratama · Springer Link (Chiba Institute of Technology) (2026) | TGRS Research Map | TGRS