Sistem Kontrol Sudut Pitch Bilah Turbin Angin Menggunakan Logika Fuzzy Untuk Variable Speed Vertical Axis Wind Turbine (VAWT)

Authors

  • Mohammad Noor Hidayat Politeknik Negeri Malang, Malang, Indonesia
  • Hasanuddin Politeknik Negeri Banjarmasin
  • Sapto Wibowo Politeknik Negeri Malang, Malang, Indonesia

DOI:

https://doi.org/10.31961/eltikom.v6i2.571

Keywords:

fuzzy logic control, pitch angle control, wind turbine speed, variable speed VAWT

Abstract

VAWT (Vertical Axis Wind Turbine) is a turbine that has an upright mechanical structure with its blades rotating toward a perpendicular z-axis. Based on the experimental results, it is found that there is a relationship between the rotational speed of turbine that rotates generator with the output voltage and power. Thus, it is necessary to control the wind turbine speed so it can rotate according to the set point to be achieved. The contribution of this research is the development of a Fuzzy logic-based control system to control the speed of VAWT turbine where the speed of turbine is used as feedback. To design a Fuzzy rule base, the characteristics of the wind turbine’s response to wind speed are investigated first. Then Fuzzy logic-based controller is created and implemented. To test the effectiveness of the Fuzzy controller made, the implementation is carried out on a VAWT turbine while the simulation is applied to PMSG model using wind turbine through Simulink/Matlab. Based on simulation and experiment results, the performance of the control system using Integral Absolute Error (IAE) for each turbine speed set point value (35, 45, 85, and 100 RPM), it is found that for a small set point value, the IAE value will be larger than higher setpoints. The percentage of the average IAE value for the simulation is 10.25% higher than the experiment. It further shows that the control turbine speed at low speeds is relatively more difficult than at higher speeds.

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References

P. L. Negara, “Gandeng AFD Prancis, PLN Bakal Bangun Pembangkit Tenaga Angin 200 MW di Banten.”PLN Website, 16 Maret 2022,” PLN Website, 2022. .

J. Fadil, S. Soedibyo, and M. Ashari, “Performance Analysis of Vertical Axis Wind Turbine with Variable Swept Area,” in International Seminar on Intelligent Technology and Its Application, 2017, pp. 217–221.

J. Fadil, S. Soedibyo, and M. Ashari, “Novel of Vertical Axis Wind Turbine with Variable Swept Area Using Fuzzy Logic Controller,” Int. J. Intell. Eng. Syst., vol. 13, no. 3, pp. 256–267, 2020.

J. Fadil, S. Soedibyo, and M. Ashari, “Smart Variable Rotor of Vertical Axis Wind Turbine with Faster Cut-in Speed and Wide Range Extract Power using Artificial Intelligent,” Int. J. Intell. Eng. Syst., vol. 13, no. 6, pp. 500–511, 2020.

C. M. Chan, H. L. Bai, and D. Q. He, “Blade shape optimization of the Savonius wind turbine using a genetic algorithm,” Appl. Ener-gy, vol. 213, pp. 148–157, Mar. 2018, doi: 10.1016/j.apenergy.2018.01.029.

T. Purbaya, A. Jannifar, and S. Bahri, “Rancang Bangun Blade Kincir Angin Vertikal Axis Wind Turbin,” J. Mesin Sains Terap., vol. 5, no. 2, pp. 65–70, 2021.

D. N. Ramadhani, “Desain Dan Simulasi Turbin Angin Sumbu Vertikal Dengan Sudu Rotor Naca 0021,” Procedia Eng. Life Sci., vol. 1, no. 1, pp. 1–6, 2021.

A. Iqbal, D. Ying, A. Saleem, M. A. Hayat, and K. Mehmood, “Efficacious Pitch Angle Control of Variable-Speed Wind Turbine Using Fuzzy based Predictive Controller,” Energy Rep., vol. 6, pp. 423–427, 2020.

A. B. Asghar and X. Liu, “Estimation of Wind Turbine Power Coefficient by Adaptive Neuro-fuzzy Methodology,” Neurocomputing, vol. 238, pp. 227–233, 2017.

S. A. Hamoodi, F. I. Hameed, and A. N. Hamoodi, “Pitch Angle Control of Wind Turbine Using Adaptive Fuzzy-PID Controller,” EAI Endorsed Trans. Energy Web, vol. 7, no. 28, pp. 1–8, 2020.

N. C. Sahoo, A. S. Satpathy, N. K. Kishore, and B. Venkatesh, “D.C. Motor-Based Wind Turbine Emulator Using LabVIEW for Wind Energy Conversion System Laboratory Setup,” Int. J. Electr. Eng. Educ., vol. 50, no. 2, pp. 111–126, Apr. 2013, doi: 10.7227/IJEEE.50.2.1.

A. Dida and D. Ben Attous, “Doubly-fed induction generator drive based WECS using fuzzy logic controller,” Front. Energy, vol. 9, no. 3, pp. 272–281, Sep. 2015, doi: 10.1007/s11708-015-0363-9.

A. Dida, F. Merahi, and S. Mekhilef, “New Grid Synchronization and Power Control Scheme of Doubly-Fed Induction Generator based Wind Turbine System Using Fuzzy Logic Control,” Comput. Electr. Eng., vol. 84, pp. 1–18, 2020.

M. Zerouali, M. Boutouba, A. El Ougli, and B. Tidhaf, “Control of Variable Speed Wind Energy Conversion Systems by Fuzzy Logic and Conventional P&O,” in International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS), 2019, pp. 1–5.

O. Apata and D. T. O. Oyedokun, “An overview of control techniques for wind turbine systems,” Sci. African, vol. 10, p. e00566, Nov. 2020, doi: 10.1016/j.sciaf.2020.e00566.

J. Zhang, M. Cheng, Z. Chen, and X. Fu, “Pitch Angle Control for Variable Speed Wind Turbines,” in Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, 2009, pp. 2691–2696.

H. W. C. Akbar, N. C. Basjaruddin, and E. Sutjiredjeki, “Pengendalian Kendaraan menggunakan Sarung Tangan Elektronik berbasis Kendali Fuzzy Logic,” 8th Ind. Res. Work. Natl. Semin., pp. 408–413, 2017.

A. Khuriati R.S., “Identifikasi dan Perancangan Pengendali PID Menggunakan Penduga ARX Sistem Pemanas Udara (Halaman 1 s.d. 5),” J. Fis. Indones., vol. 17, no. 51, pp. 1–5, 2014, doi: 10.22146/jfi.24424.

J. Pahasa and I. Ngamroo, “Coordinated Control of Wind Turbine Blade Pitch Angle and PHEVs Using MPCs for Load Frequency Control of Microgrid,” IEEE Syst. J., vol. 10, no. 1, pp. 97–105, 2016, doi: 10.1109/JSYST.2014.2313810.

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Published

17-11-2022

How to Cite

[1]
Hidayat, M.N. et al. 2022. Sistem Kontrol Sudut Pitch Bilah Turbin Angin Menggunakan Logika Fuzzy Untuk Variable Speed Vertical Axis Wind Turbine (VAWT). Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer. 6, 2 (Nov. 2022), 210–225. DOI:https://doi.org/10.31961/eltikom.v6i2.571.

Issue

Vol. 6 No. 2 (2022)

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Articles

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