Penalaan PSS pada Sistem Generator Tenaga Menggunakan Algoritma Penyerbukan Bunga

PSS Tuning on Power Generator System using Flower Pollination Algorithm

Muhammad Ruswandi Djalal* -  Program Studi Teknik Energi, Politeknik Negeri Ujung Pandang, Indonesia
Sonong Sonong -  Program Studi Teknik Energi, Politeknik Negeri Ujung Pandang, Indonesia
Open Access Copyright (c) 2018 Jurnal Teknologi dan Sistem Komputer
This research proposed a tuning method of power system stabilizer (PSS) using an intelligent method based on flower pollination algorithm (FPA) on Pajalesang generator located in Soppeng district. The observed result is the deviation response of velocity and rotor angle in case of disturbance. The case study used as the disturbance to this generator system is a load addition of 0.05 pu. The results show that velocity deviation response without PSS is 0.01152 pu to -0.0248 pu, using PSS trial is 0.007014 pu to -0.02174 pu, using PSS bat algorithm is 0.003972 pu to -0.01865 pu, and using the proposed method of PSS flower algorithm is 0.002149 pu to -0.01678 pu. The rotor angle response shows better results with reduced oscillation and rapidly leading to the steady-state condition. The performance of Pajalesang diesel power plant increased with the installation of FPA PSS, with parameters respectively Kpss=8.5956, T1= 0.0247, T2=0.2484, T3=0.4776, and T4=0.8827.
Keywords
flower pollination algorithm; power system stabilizer; speed response; overshoot; settling time reduction
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Article Info
Submitted: 2017-12-27
Published: 2018-07-31
Section: Articles
Language: ID
Statistics: 463 144
  1. M. R. Djalal, D. Ajiatmo, A. Imran, and I. Robandi, "Desain Optimal Kontroler PID Motor DC Menggunakan Cuckoo Search Algorithm," dalam Prosiding SENTIA 2015, vol. 7, 2015.
  2. M. R. Djalal, and M. A. Haikal, "Penyelesaian Aliran Daya 37 Bus Dengan Metode Newton Raphson (Studi Kasus Sistem Interkoneksi 150 kV Sulawesi Selatan)," Jurnal Teknik Mesin SINERGI, vol. 12, no.1, pp. 35-49, 2014.
  3. M. R. Djalal, H. Nawir, H. Setiadi, and A. Imran, "An Approach Transient Stability Analysis Using Equivalent Impedance Modified in 150 kV South of Sulawesi System," Journal of Electrical and Electronic Engineering UMSIDA, vol. 1, no. 1, pp. 1-7, 2017.
  4. M. R. Djalal, A. Imran, and I. Robandi, "Optimal Placement and Tuning Power System Stabilizer using Participation Factor and Imperialist Competitive Algorithm in 150 kV South of Sulawesi System," in 2015 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2015, pp. 147-152.
  5. M. R. Djalal, M. Y. Yunus, H. Nawir, and A. Imran, "Application of Smart Bats Algorithm for Optimal Design of Power Stabilizer System at Sengkang Power Plant," International Journal of Artificial Intelligence Research, vol. 1, no. 2, pp. 47-53, 2017.
  6. M. R. Djalal, M. Y. Yunus, H. Nawir, and A. Imran, "Optimal Design of Power System Stabilizer In Bakaru Power Plant Using Bat Algorithm," Journal of Electrical and Electronic Engineering UMSIDA, vol. 1, no. 2, pp. 7-12, 2017.
  7. M. Y. Yunus, M. R. Djalal, and Marhatang, "Optimal Design Power System Stabilizer Using Firefly Algorithm in Interconnected 150 kV Sulselrabar System, Indonesia," International Review of Electrical Engineering (IREE), vol. 12, pp. 250-259, 2017.
  8. M. R. Djalal and F. Faisal, "Intelligent Fuzzy Logic - Cuckoo Search Algorithm Method for Short-Term Electric Load Forecasting in 150 kV Sulselrabar System," Lontar Komputer: Jurnal Ilmiah Teknologi Informasi, vol. 8, no. 3, pp. 154-165, 2017.
  9. A. Ameli, M. Farrokhifard, A. Ahmadifar, A. Safari, and H. A. Shayanfar, "Optimal Tuning of Power System Stabilizers in a Multi-machine System using Firefly Algorithm," in 2013 12th International Conference on Environment and Electrical Engineering, 2013, pp. 461-466.
  10. H. Shayeghi, A. Safari, and H. Shayanfar, "Multimachine Power System Stabilizers Design using PSO Algorithm," International Journal of Electrical Power and Energy Systems Engineering, vol. 1, no. 4, pp. 226-233, 2008.
  11. K. Hongesombut, Y. Mitani, and K. Tsuji, "Power System Stabilizer Tuning in Multimachine Power System Based on a Minimum Phase Control Loop Method and Genetic Algorithm," in Proc. of Power Systems Computation Conference, 2002.
  12. M. Jalali, R. Pouaghababa, and M. Nouhi, "Power System Stabilizers Optimization Based on Neural Network using linear Optimal Control," University of Pitesti–Electronics and Computer Science, Scientific Bulletin, vol. 8, no. 2, 2008.
  13. R. Syahputra and I. Soesanti, "Power System Stabilizer Model Based on Fuzzy-PSO for Improving Power System Stability," in 2015 International Conference on Advanced Mechatronics, Intelligent Manufacture, and Industrial Automation (ICAMIMIA), 2015, pp. 121-126.
  14. M. M. Linda and N. K. Nair, "Optimal Design of Multi-machine Power System Stabilizer using Robust Ant Colony Optimization Technique," Transactions of the Institute of Measurement and Control, vol. 34, pp. 829-840, 2012.
  15. B. S. Theja, A. Raviteja, A. Rajasekhar, and A. Abraham, "Coordinated Design of Power System Stabilizer using Thyristor Controlled Series Compensator Controller: An Artificial Bee Colony Approach," in 2012 International Conference on Communication Systems and Network Technologies (CSNT), 2012, pp. 606-611.
  16. D. Chitara, A. Swarnkar, N. Gupta, K. Niazi, and R. Bansal, "Optimal Tuning of Multimachine Power System Stabilizer using Cuckoo Search Algorithm," IFAC-PapersOnLine, vol. 48, no. 30, pp. 143-148, 2015.
  17. K. M. Hassanin, A. A. Abdelsalam, and A. Y. Abdelaziz, "Optimal PMUs Placement for Full Observability of Electrical Power Systems using Flower Pollination Algorithm," in 2017 IEEE International Conference on Smart Energy Grid Engineering (SEGE), Canada, 2017.
  18. T. Balachander, P. A. Jeyanthy, and D. Devaraj, "Short Term Hydro Thermal Scheduling using Flower Pollination Algorithm," in 2017 IEEE International Conference Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), India, 2017, pp. 1-5.
  19. D. Lastomo, "Simulasi Pengendali Sudut Pitch Blade Pada Turbin Angin Dengan Flower Pollination Algorithm (FPA) untuk Mengoptimalkan Konversi Daya Listrik," Master Thesis, Institut Teknologi Surabaya, 2016.