Submitted:
05 November 2024
Posted:
05 November 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
- choosing an appropriate model of the mechanical characteristics specific to the operating condition of the wind system is still a challenging issue;
- the own rotation of the satellite gears from planetary speed increasers is typically neglected;
- the choice of the optimal time for connecting the electric generator to grid.
- a)
- the dynamic modeling is carried out analytically by applying the Newton-Euler method, and the MATLAB- Simulink software in the numerical simulations;
- b)
- the considered wind system contains a wind rotor, a counter-rotating electric generator and a planetary speed increaser with one input (connected to the wind rotor) and two outputs (connected to the rotor and stator of the electric generator);
- c)
- the satellite own rotation was considered in dynamic modeling, by using an equivalent axial moment of inertia;
- d)
- the mechanical moments of inertia of the transmission components were reduced at the shafts of the wind rotor and the electric generator;
- e)
- the wind rotor mechanical characteristic is modelled by four linear zones;
- f)
- the dynamic system response is given by a simulation module that allows the connection of the generator to the grid after the wind rotor enters the maximum power characteristic. This simulator also allows the identification of the dynamic behavior of the considered subsystems through specific parameters such as: power, torque, speed and efficiency.
2. Problem Formulation
- 1)
- The rotational elements have geometric symmetry with respect to their own axis of motion and they are rigid bodies with uniformly distributed mass; as a result, the body mass center is located on its own axis of rotation;
- 2)
- The inertial masses of the mobile elements in the planetary transmission are reduced to their outer shafts; thus, the correlations of the torques in the planetary units coincide with those of static conditions;
- 3)
- Only the gearing friction losses are considered, neglecting the friction of bearings;
- 4)
- The pitch angle of WR blades does not change during operation, therefore the adjustment parameters of the wind rotor remain constant during operation;
- 5)
- The wind rotor (input) motion is considered as independent motion of the wind system;
- 6)
- A direct current electric generator is used and, implicitly, its mechanical characteristic is a linear function with constant coefficients; in the operation of the generator, the balancing condition of the torques of the rotor GR (TGR) and of the stator GS (TGS) is described by:
- 7)
- The mechanical characteristic of the wind rotor is modeled, over its rotational speed intervals, by linear functions with constant coefficients, obviously at a constant wind speed.
3. Dynamic Modelling
4. Results and Discussions
- 1)
- in the first phase, the mechanical energy generated by the wind rotor is used exclusively to overcome inertial resistance (by default, to accelerate the system),
- 2)
- in the second phase, with generator coupled to the grid, the generator resistant torque is added to the inertial load,
- 3)
- in the third phase, the wind turbine enters into steady-state (i.e., zero accelerations), obtaining the operating point described by the values of the angular velocities and torques, as well as the powers of all the shafts of the wind system, Table 4.
5. Conclusions
- the proposed generalized modeling algorithm allows obtaining analytically the equation of motion of the wind system, formulated as a nonhomogeneous differential equation of the second order in a single independent variable, describing the wind rotor motion;
- by numerically solving the equation of motion, using the MATLAB- Simulink software, the dynamic response of the wind system in transient mode and as well the operating point in steady-state are obtained;
- the analysis of the dynamic response in transient mode, when starting from rest at constant wind speed, allowed the identification of the starting time of the wind system, as well as the stresses induced by the inertial load alone and by its combination with the generator load;
- unlike the case of traditional wind turbines, equipped with conventional generator with fixed stator, the counter-rotating generator allows an additional input of power brought by the mobile stator GS; in the analyzed case, the additional power supply by GS in steady-state is ~ 6.4%.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Cottura, L. Caradonna, R., Ghigo, A., Novo, R., Bracco, G., Mattiazzo G. Dynamic Modeling of an Offshore Floating Wind Turbine for Application in the Mediterranean Sea. Energies 2021, 14, 248. [Google Scholar] [CrossRef]
- Neagoe, M. , Saulescu, R., Jaliu, C., Neagoe, I. Dynamic Analysis of a Single-Rotor Wind Turbine with Counter-Rotating Electric Generator under Variable Wind Speed. Appl. Sci. 2021, 11, 8834. [Google Scholar] [CrossRef]
- Sanchez, R. , Medina, A. Wind turbine model simulation: A bond graph approach. Simulation Modelling Practice and Theory 2014, 41, 28–45. [Google Scholar] [CrossRef]
- Al-Hamadani, H. , An, T., King, M., Long, H. System Dynamic Modelling of Three Different Wind Turbine Gearbox Designs under Transient Loading Conditions. International Journal of Precision Engineering and Manufacturing 2017, 18, 11. [Google Scholar] [CrossRef]
- Lin, A.-D.; Hung, T.-P.; Kuang, J.-H.; Tsai, H.-A. Power Flow Analysis on the Dual Input Transmission Mechanism of Small Wind Turbine Systems. Appl. Sci. 2020, 10, 7333. [Google Scholar] [CrossRef]
- Rubio, J.J. , Soriano, L.A., Yu, W. Dynamic Model of a Wind Turbine for the Electric Energy Generation. Dynamic Model of a Wind Turbine for the Electric Energy Generation. Mathematical Problems in Engineering 2014. [CrossRef]
- Wang, B. , Michon, M., Holehouse, R., Atallah, K. Dynamic Behaviour of a Multi-MW Wind Turbine. 2015. 978-1-4673-7151-3/15/$31.00 IEEE.
- Abo-Khalil, A. , Alyami, S., Sayed K., Alhejji A. Dynamic Modeling of Wind Turbines Based on Estimated Wind Speed under Turbulent Conditions. Energy 2019, 12, 1907. [Google Scholar] [CrossRef]
- Dewangan, P. , Parey, A., Hammami, A., Chaari F., Haddar, M. Dynamic characteristics of a wind turbine gearbox with amplitude modulation and gravity effect: Theoretical and experimental investigation. Mechanism and Machine Theory 2022, 167, 104468. [Google Scholar] [CrossRef]
- Dong, H. , Zhang, C., Wang, D., Xu, S. Dynamic characteristics of gear box with PGT for wind turbine. Dynamic characteristics of gear box with PGT for wind turbine. Procedia Comput. Sci. 2017, 109. [Google Scholar] [CrossRef]
- Fan, Z. , Zhu, C., Li, X., Liang, C. The transmission characteristic for the improved wind turbine gearbox. Energy Sci. Eng. 2019, 7, 1368–1378. [Google Scholar] [CrossRef]
- Mabrouk, I.B. , Hami, A.E., Walha, L., Zghal, B., Haddar, M. Dynamic response analysis of Vertical Axis Wind Turbine geared transmission system with uncertainty. Dynamic response analysis of Vertical Axis Wind Turbine geared transmission system with uncertainty. Engineering Structures 2017, 139. [Google Scholar] [CrossRef]
- Li, D. , Zhao, Y. A dynamic-model-based fault diagnosis method for a wind turbine planetary gearbox using a deep learning network. Protection and Control of Modern Power Systems. [CrossRef]
- Mathis, R. , Rémond, Y. Kinematic and dynamic simulation of epicyclic gear trains. Mech. Mach. Theory 2009, 44, 412–424. [Google Scholar] [CrossRef]
- Mohsine, A. , Mostapha,B.E., Alaoui, R.E., Daoudi, K. Comparative Study in the Structural and Modal Analysis of a Wind Turbine Planetary Gear Based on Material Reduction Criteria Using FEM. International Journal of Renewable Energy Research 2019, 9, 2. [Google Scholar] [CrossRef]
- Neagoe, M. , Saulescu, R., Jaliu, C. Simionescu, P.A. A Generalized Approach to the Steady-State Efficiency Analysis of Torque-Adding Transmissions Used in Renewable Energy Systems. Energies 2020, 13, 4568. [Google Scholar] [CrossRef]
- Saulescu, R. , Neagoe, M., Jaliu, C., Munteanu, O. A Comparative Performance Analysis of Counter-Rotating Dual-Rotor Wind Turbines with Speed-Adding Increasers. Energies 2021, 14, 2594. [Google Scholar] [CrossRef]
- Girsang, I,P., DhupiaS.J., Muljadi, E., Singh, M., Pao, Y.P. Gearbox and Drivetrain Models to Study Dynamic Effects of Modern Wind Turbines. IEEE Transactions on Industry Applications 2013, 50 (6). [CrossRef]
- Li, Z. , Wen, B., Peng, Z., Dong, X., Qu, Y. Dynamic modeling and analysis of wind turbine drivetrain considering the effects of non-torque loads. Applied Mathematical Modelling 2020, 83, 146–168. [Google Scholar] [CrossRef]
- Neagoe, M. , Saulescu, R., Jaliu, C. Design and Simulation of a 1 DOF Planetary Speed Increaser for Counter-Rotating Wind Turbines with Counter-Rotating Electric Generators. Energies 2019, 12, 1754. [Google Scholar] [CrossRef]
- Nejad, A.R. , Guo, Y., Gao, Z., Moan, T. Development of a 5 MW Reference Gearbox for Offshore Wind Turbines. Wind Energy 2016, 9, 6. [Google Scholar] [CrossRef]
- Ren, Z. , Zhou, S., Wen, B. Dynamic coupled vibration analysis of a large wind turbine gearbox transmission system. Journal of Vibroengineering 2015, 7, 6. [Google Scholar]
- Shi, W. Kim, C.-W., Chung, C.-W., Park, H.-C. Dynamic Modeling and Analysis of a Wind Turbine Drivetrain Using the Torsional Dynamic Model. Int. J. Precis. Eng. Manuf 2012, 14, 153–159. [Google Scholar] [CrossRef]
- Shi, W. , Ning, D., Ma, Z., Ren, N., Park H. Parametric Study of Drivetrain Dynamics of a Wind Turbine Using the Multibody Dynamics. International Journal of Mechanical Engineering and Applications 2019, 7, 2. [Google Scholar] [CrossRef]
- Shi, W. , Park, H.-C., Na, S., Song, J., Ma, S., Kim, C.-W. Dynamic Analysis of Three-Dimensional Drivetrain System of Wind Turbine. International Journal of Precision Engineering and Manufacturing 2014, 15, 7. [Google Scholar] [CrossRef]
- Wang, J. , Yang, S., Liu, Y., Mo, R. Analysis of Load-Sharing Behavior of the Multistage Planetary Gear Train Used in Wind Generators: Effects of Random Wind Load. Appl. Sci. 2019, 9, 5501. [Google Scholar] [CrossRef]
- Farias, M.G. , Galhardo, A.B.M., Vaz, R.P.J., Pinho, T.J. A steady-state based model applied to small wind turbines. Journal of the Brazilian Society of Mechanical Sciences and Engineering. [CrossRef]
- Xiang, L. , Gao, N., Hu, A. Dynamic analysis of a planetary gear system with multiple nonlinear parameters. Dynamic analysis of a planetary gear system with multiple nonlinear parameters. J. Comput. Appl. Math. 2017, 327. [Google Scholar] [CrossRef]
- Erturk, E. , Sivrioglu, S., Bolat, F.C. Analysis Model of a Small Scale Counter-Rotating Dual Rotor Wind Turbine with Double Rotational Generator Armature. International Journal of Renewable Energy Research 2018, 8, 4. [Google Scholar] [CrossRef]
- Wrobel, R. , Drury, D., Mellor, P.D., Booker, J.D. Contra-Rotating Modular Wound Permanent Magnet Generator for a Wind Turbine. 4th IET Conference on Power Electronics, Machines and Drives 2008, 330-334. [CrossRef]
- Booker, J.D. , Mellor, P.H., Wrobel, R., Drury D. A compact, high efficiency contra-rotating generator suitable for wind turbines in the urban environment. Renew. Energy 2010, 35, 2027–2033. [Google Scholar] [CrossRef]
- Egorov, A.V., Kaizer, Y.F., Lysyannikov, A.V., Kuznetsov, A.V., Shram, V.G., Pavlov, A.I., Smirnov, M.Y., Kuznetsova, P.A. Counter-rotating electric generator for wind power plants with liquid metal energy transfer. Journal of Physics: Conference Series 2021, 2094 052018. [CrossRef]
- Dong, W. , Xing, Y., Moan, T. Time Domain Modeling and Analysis of Dynamic Gear Contact Force in a Wind Turbine Gearbox with Respect to Fatigue Assessment. Energies 2012, 5, 4350–4371. [Google Scholar] [CrossRef]
- Xing, Y. , Guo, Y., Keller, J., Moan, T. Model Fidelity Study of Dynamic Transient Loads in a Wind Turbine Gearbox. WINDPOWER Conference 2013. https://www.osti.gov/biblio/1078065.
- Jansuya, P. , Kumsuwan, Y. Design of MATLAB/Simulink Modeling of Fixed-pitch Angle Wind Turbine Simulator. Energy Procedia 2013, 34, 362–370. [Google Scholar] [CrossRef]
- Oyekola, P. , Mohamed, A., Pumwa, J. Renewable Energy: Dynamic Modelling of a Wind Turbine. Int. J. Innov. Technol. Explor. Eng. 2019, 9, 9. [Google Scholar] [CrossRef]
- Santoso, S. , Le, H. Fundamental time–domain wind turbine models for wind power studies. Renew. Energy 2007, 32, 2436–2452. [Google Scholar] [CrossRef]
- Teixeira, M.R. , Ohara, M. F., Milhomens, D. M., de Paula S. A. Dynamical Behavior of a Wind Turbine Power Train Considering a Rotor-Gearbox-Generator Coupled Model. Eccomas Proceedia COMPDYN, 3555. [Google Scholar] [CrossRef]
- Fernández, M.L. Saenz, J.R., Jurado, F. Dynamic models of wind farms with fixed speed wind turbines. Renew. Energy 2006, 31, 1203–1230. [Google Scholar] [CrossRef]
- Song, Z. , Shi, T., Xia, C., Chen, W. A novel adaptive control scheme for dynamic performance improvement of DFIG-Based wind turbines. Energy. [CrossRef]
- Zhao, M. , Ji, J. Dynamic Analysis of Wind Turbine Gearbox Components. Energies 2016, 9, 110. [Google Scholar] [CrossRef]
- Park, Y. , Shi, W., Park, H. Effect of the Variable Gear Mesh Model in Dynamic Simulation of a Drive Train in the Wind Turbine. Effect of the Variable Gear Mesh Model in Dynamic Simulation of a Drive Train in the Wind Turbine. Engineering Review 2020, 113–124. [Google Scholar] [CrossRef]
- Park, Y. Park, H., Ma, Z., You, J., Shi, W. Multibody Dynamic Analysis of a Wind Turbine Drivetrain in Consideration of the Shaft Bending Effect and a Variable Gear Mesh Including Eccentricity and Nacelle Movement. Frontiers in Energy Research 2021, 8, 604414. [Google Scholar] [CrossRef]
- Zhu, C. , Xu, X., Liu, H., Luo, T., Zhai, H. Research on dynamical characteristics of wind turbine gearboxes with flexible pins. Research on dynamical characteristics of wind turbine gearboxes with flexible pins. Renew. Energy 2014, 68. [Google Scholar] [CrossRef]
- Yi, P. , Zhang, C., Guo, L., Shi, T. Dynamic modeling and analysis of load sharing characteristics of wind turbine gearbox. Advances in Mechanical Engineering 2015, 7, 3. [Google Scholar] [CrossRef]






| PU | |||
|---|---|---|---|
| I | |||
| II |
| Body | Dynamic schemes | Equations |
|---|---|---|
![]() | ||
![]() | ||
| zi | a [kNms] b [kNm] |
J [kgm2] | |||
|---|---|---|---|---|---|
| Shaft | Torque [kNm] |
Angular speed [s -1] |
Power [kW] |
|---|---|---|---|
| R ≡ H | 23,208 | 4,704 | 109.17 |
| H 1 | 21,600 | 4,704 | 101.61 |
| H 2 | 1,608 | 4,704 | 7.56 |
| 1 ≡ GR | -1,256 | 74,317 | -93.34 |
| 2 ≡ GS | 1,256 | -5,097 | -6.40 |
| G | -1,256 | 79,414 | -99.75 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).

