Adaptive Speed Controller for Industrial Gas Turbine Based on Valve Positioner Reference Model

Main Article Content

A. E. Jonathan
M. Olubiwe
S. O. Okozi
E. S. Mbonu

Abstract

Research on speed control has advanced considerably, with continued efforts to address challenges related to load–frequency variation in power systems and gas turbines. This paper proposes a novel speed control system for heavy-duty gas turbines (HDGT) using an adaptive-like Proportional–Integral–Derivative (PID) controller integrated with a valve positioner reference model. The dynamic model of HDGT load–frequency operation was developed, alongside control models for model reference adaptive control (MRAC) and conventional PID. A composite multi-loop control structure combining MRAC and PID was then designed. Simulation results demonstrate that the proposed MRAC–PID system achieved rise times of 1.6074 s at no load and 1.5958 s at full load torque, settling times of 4.9584 s and 5.6801 s, and overshoot values of 4.9475% and 6.0385%, respectively. Overall, the composite system outperformed standalone MRAC and PID controllers, offering more adaptive and robust speed regulation under varying load–frequency conditions in HDGT operation. The findings highlight the potential of MRAC–PID control strategies to enhance gas turbine performance and reliability in power systems.

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Article Details

How to Cite
Jonathan, A. E., Olubiwe, M., Okozi, S. O., & Mbonu, E. S. (2025). Adaptive Speed Controller for Industrial Gas Turbine Based on Valve Positioner Reference Model. Asian Journal of Science, Technology, Engineering, and Art, 3(5), 1570-1585. https://doi.org/10.58578/ajstea.v3i5.7028

References

Abbassen, L., Zaouia, M., Benamrouche, N., & Bousbaine, A. (2020). Control strategies of a gas turbine generator: a comparative study. Indonesian Journal of Electrical Engineering and Informatics, 8(4), 626-636. https://doi.org/10.111591/ijeei.v8i4.2100

Agwah, B. C., & Eze, P. C. (2022). An intelligent controller augmented with variable zero lag compensation for antilock braking system. International Journal of Mechanical and Mechatronics Engineering, 16(11), 303-310.

Almasi, A. (2012, April 25). Gas turbine selection: Heavy frame or aeroderivative. Turbomachinery. https://www.turbomachinerymag.com/view/gas-turbine-selection-heavy-frame-or-aeroderivative

Bank Tavakoli, M. R., Vahidi, B., & Gawlik W. (2009). An educational guide to extract the parameters of heavy duty gas turbines model in dynamic studies based on operational data. IEEE Transaction on Power System, 24(3), 1366-1374. http://dx.doi.org/10.1109/TPWRS.2009.2021231

Eze, P. C., Ekengwu, B. O., Asiegbu, N. C., & Ozue, T. I. (2021). Adjustable gain enhanced fuzzy logic controller for optimal wheel slip ratio tracking in hard braking control system. Advances in Electrical and Electronic Engineering, 19(3), 231-242. http://dx.doi.org/10.15598/aeee.v19i3.4124

Eze, P. C., & Ezenugu, I. A. (2024). Microsatellite yaw-axis attitude control system using model reference adaptive control based PID controller. International Journal of Electrical and Computer Engineering Research, 4(2), 8–16. https://doi.org/10.53375/ijecer.2024.389

Eze, P. C., Jonathan, A. E., Agwah, B. C. and Okoronkwo, E. A. (2020). Improving the performance response of mobile satellite dish antenna network within Nigeria. Journal of Electrical, Electronics, Control and Computer Science, 6(21), 25-30.

Eze, P. C., Njoku, D. O., Nwokonkwo, O. C., Onukwugha, C. G., Odii, J. N., Jibiri, J. E. (2024). Wheel slip equilibrium point model reference adaptive control based PID controller for antilock braking system: a new approach. International Journal of Automotive and Mechanical Engineering, 21(3), 11581 – 11595 https://doi.org/10.15282/ijame.21.3.2024.10.0893

Jiang, H. & Ren, J. & Li, X. & Tan, Q. (2014). Status and development trend of the heavy duty gas turbine. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering. 34. 5096-5102. http://dx.doi.org/10.13334/j.0258-8013.pcsee.2014.29.011

Jonathan, A. E. (2024). Enhancing load-frequency control system of gas turbine using non-linear design technique based PID controller. International Journal of Engineering Research and Development, 20(6), 73-78.

Jonathan, A. E., Olubiwe, M., Okozi, S. O., & Agubor, C. K. (2018). Exhaust temperature control of heavy-duty gas turbine due to incremental load demand. International Journal of Engineering Research & Technology, 7(7), 420-426.

KPMG, (2019). Nigeria’s electricity supply industry highlights. Power Sector Watch, Edition 2019-Q1. https://assets.kpmg.com/content/dam/kpmg/ng/pdf/audit/Nigeria-Electricity-Supply.pdf

Maharmi, B., Cholid, I., Syafii, & Arya, E. H. (2024). Optimization of speed droop governor operation at gas turbine cogeneration unit. Indonesian Journal of Electrical Engineering and Computer Science, 33(1), 20-30. https://doi.org/10.111591/ijeecs.v33.i1.pp20-30

Mahmood, A., Al-bayati, K. Y. A., & Szabolcsi, R. (2024). Optimizing antenna azimuth position control using fuzzy PD, fuzzy PD-I, and fuzzy PD-plus-I controllers. Nanotechnology Perceptions 20 (3), 18–32. https://doi.org/10.62441/nano-ntp.v20i3.2

Mansoor-ul-Hassan. (2014). Power generation methods, techniques and economic strategy. International Technical Science Journal, 1(1), 43-61. https://elpjournal.eu/wp-content/uploads/2016/03/itsj-spec-1-1-5.pdf

Mohamed Iqbal, M. M., Joseph Xavier, R., & Kanakaraj, J. (2017). A neuro-fuzzy controller for grid-connected heavy-duty gas turbine power plants. Turkish Journal of Electrical Engineering and Computer Sciences, 25, 2375-2387. https://doi.org/10.111591/elk-1551-242

Oglah, A. A., & Mohammed, A. J. (2018). Design of an interval fuzzy type-2- PID controller for a gas turbine power plant. American Scientific Research Journal for Engineering, Technology, and Sciences, 44(1), 155-169. https://asrjetsjournal.org/index.php/American_Scientific_Journal/article/view/4171/1488

Okoye, U. P., Eze, P. C., & Oyiogu, D. C. (2021). Enhancing the performance of AVR system with prefilter aided PID controller. Access International Journal of Research & Development, 1(1), 19-32.

Penchalaiah, T. & Reddy, M. R. S. (2016). Governor controllers of heavy-duty gas turbine performance comparison using PI-controller and fuzzy logic controller. International Research Journal of Engineering, and Technology, 3(10), 1051-1058. https://www.irjet.net/archives/V3/i10/IRJET-V3I10199.pdf

Shlyk, Y. K., Vlasova, E .P., Kuzyakor, O. N., & Revyakin, E. E. (2019).Modeling the synchronization process of generators on gas turbine power plant. IOP Conf. Series: Materials Science and Engineering, 643(1), 012012. http://dx.doi.org/10.1088/1757-899X/643/1/012012

Ugoh, . C. A., Olubiwe, M., & Inaibo, D. S. (2018). Improving the response time of load – frequency control of gasturbine in a Nigerian refinery. International Journal of Engineering Research & Technology, 7(1), 400-405.

Weizidom (2024, Septemer 27). Overview of valve positioners and analysis of common faults. Weizidom. https://www.wsdvalves.com/overview-of-valve-positioners-and-analysis-of-common-faults/#:~:text=The%20key%20role%20of%20valve,see%20if%20the%20output%20changes.


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