Application of SMES for Load Frequency Control on Micro Hydro Power Plant Using Ant Colony Optimization

A. M. Shiddiq, Yunus and Muhammad, Ruswandi Djalal and Apollo, Apollo and Musrady, Mulyadi (2019) Application of SMES for Load Frequency Control on Micro Hydro Power Plant Using Ant Colony Optimization. In: 2019 IEEE International Conference on Applied System Innovation, April, 11-15, 2019, Fukuoka, Jepang.

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This research proposes an additional controller for load frequency control at a micro hydropower plant using PID-SMES. The PID-SMES parameters are optimized using smart methods called Ant Colony Optimization (ACO), which could find the optimal value of PID-SMES. In this paper, four control approaches are compared which are P, PI, PID, SMES, and PID-SMES. From the simulation results, it can be obtained that overshoot of P controller is -0.0002193, with PI Controller is-0.0002183, with PD Controller is -0.0002139, with PID controller, is -0.0002129, with SMES controller, is -0.0001958, and with PID-SMES, is-4.187e-05. ACO optimization results obtained fitness function value of 7.15e-09, with 50 iterations. The minimum value of the system performance function at each iteration is plotted on the convergence graph. In the simulation result, it can be concluded that the ACO algorithm could be quickly convergence on the 14th iteration or find the most optimal value at the 9th iteration. The PID-SMES controller proposed in this study has a significant influence on the damping of the oscillation of frequency deviation. Therefore, PID-SMES is appropriate to be applied to a micro hydropower plant.

Item Type: Conference or Workshop Item (Paper)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Department of Mechanical Engineering > Teknik Konversi Energi
Depositing User: admin admin pnup
Date Deposited: 16 Jun 2020 02:33
Last Modified: 16 Jun 2020 02:33

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