LFC based adaptive PID controller using ANN and ANFIS techniques

Mohamed I. Mosaad1, Fawzan Salem2
1Higher Technological Institute (HTI), Egypt
2Electronics Research Institute (ERI), Egypt

Tài liệu tham khảo

Afzalian, 2000, Training of neuro fuzzy power system stabilizers using genetic algorithms, Int. J. Electr. Power Energy Syst., 22, 93, 10.1016/S0142-0615(99)00042-3 Aldden, 1994, Load-frequency control of interconnected power systems via constrained feedback control schemes, Comp. Electr. Eng., 20, 71, 10.1016/0045-7906(94)90008-6 Cox, 1992, Fuzzy fundamentals, IEEE Spectr., 29, 58, 10.1109/6.158640 Elgerd, 1970, Optimal megawatt-frequency control of multi-area electrical energy systems, IEEE Trans. PAS, PAS 89, 556, 10.1109/TPAS.1970.292602 Haupt, 1998 Hsu, 1991, Load frequency control using fuzzy logic, 32 Jang, 1993, ANFIS: adaptive-network-based fuzzy inference system, IEEE Trans. Syst. Man Cybern., 23, 665, 10.1109/21.256541 Jang, 1997 Juang, 2002 Juang, 2005, Power system load frequency control by genetic fuzzy gain scheduling controller, J. Chin. Inst. Eng., 28, 1013, 10.1080/02533839.2005.9671077 Kundur, 1994 Nanda, 1978, Automatic generation control of an interconnected power system, IEE Proc., 125, 385 Panda, 2009, Hybrid neuro fuzzy approach for automatic generation control of two – area interconnected power system, Int. J. Comp. Intell., 5, 80 Pothiya, 2006, Design of optimal fuzzy logic based pi controller using multiple tabu search algorithm for load frequency control, Int. J. Control Autom. Syst., 4, 155 Saadat, 2005 Sabahi, 2007, Load frequency control in interconnected power system using modified dynamic neural networks Salem, 2014, Parameters estimation of photovoltaic modules: comparison of ANN and ANFIS, Int. J. Ind. Electron. Drives, 1, 121, 10.1504/IJIED.2014.059230 Talaq, 1999, Adaptive fuzzy gain scheduling for load frequency control, IEEE Trans. Power Syst., 14 Zhang, 1995, An on-line trained adaptive neural controller, IEEE Control Syst. Mag., 67, 10.1109/37.466260