Title :
Neuro fuzzy hybrid intelligent approach for four -area load frequency control of interconnected power system
Author :
Prakash, Sachin ; Bhardwaj, Anil K. ; Sinha, Sujeet Kumar
Author_Institution :
Dept. of Electr. Eng., Sam Higginbottom Inst. of Agric., Technol. & Sci., Allahabad, India
Abstract :
This paper deals with a novel approach of artificial intelligence (AI) technique called Hybrid Neuro-Fuzzy (HNF) approach for Load Frequency Control (LFC) of four area hydrothermal interconnected power system. The advantage of this controller is that it can handle the non-linearities at the same time it is faster than other conventional controllers. The effectiveness of proposed controller in increasing the damping of local and inter area modes of oscillation is demonstrated in four area interconnected power system. Area-1 and area-2 consists of thermal reheat power plant whereas area-3 and area-4 consists of hydro power plant. Performance evaluation is carried out by using ANFIS and conventional PI control approaches. The performances of the controllers are simulated using MATLAB/SIMULINK package. The result shows that intelligent controller is having improved dynamic response and at the same time faster than conventional controller.
Keywords :
artificial intelligence; damping; dynamic response; frequency control; hydrothermal power systems; intelligent control; neurocontrollers; power generation control; power system interconnection; ANFIS; Matlab-Simulink package; PI control approach; artificial intelligence technique; four-area LFC; four-area load frequency control; hydropower plant; hydrothermal interconnected power system; improved dynamic response; intelligent controller; neurofuzzy hybrid intelligent approach; oscillation interarea mode damping; oscillation local area mode damping; thermal reheat power plant; ANFIS; Area Control Error (ACE); Load Frequency Control (LFC); MATLAB / SIMULINK; PI & Fuzzy Controllers; Tie-line;
Conference_Titel :
Power, Control and Embedded Systems (ICPCES), 2012 2nd International Conference on
Conference_Location :
Allahabad
Print_ISBN :
978-1-4673-1047-5
DOI :
10.1109/ICPCES.2012.6508124