DocumentCode :
3591580
Title :
Back propagation algorithm based controller for autonomous wind-DG microgrid
Author :
Pathak, Geeta ; Singh, Bhim ; Panigrahi, B.K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Delhi, New Delhi, India
fYear :
2014
Firstpage :
1
Lastpage :
5
Abstract :
This paper takes into account wind-DG hybrid configuration with a voltage source converter (VSC) as a voltage and frequency controller (VFC). Wind AC power generated by permanent magnet brushless DC generator (PMBLDC) is rectified into DC power, and maximum power is captured using maximum power point technique (MPPT) using a boost converter with incremental conductance (INC) approach. This power is stored into battery system (BS) and surplus is supplied to the consumer loads. BS is attached at DC link of VSC which provides load leveling during less or no wind conditions. Diesel engine driven squirrel cage induction generator (SCIG) is feeding loads and VSC at point of common coupling (PCC) to support the system when wind generation is unable to meet out load demand. Back propagation feed forward (BPFF) control scheme is used for VF control of VSC. This controller provides harmonics elimination, load leveling and reactive power compensation and also regulates the voltage at PCC. Microgrid is modeled with MATLAB Sim power tools and simulation results are produced to verify the appropriate working of both the converters and the overall system.
Keywords :
backpropagation; battery storage plants; distributed power generation; feedforward neural nets; frequency control; maximum power point trackers; neurocontrollers; squirrel cage motors; voltage control; wind power plants; BPFF control scheme; DC power; MATLAB Sim power tools; MATLAB Sim simulation; MPPT; SCIG; VSC; autonomous wind-DG microgrid; back propagation algorithm based controller; back propagation feed forward; battery system; boost converter; consumer loads; frequency controller; harmonics elimination; incremental conductance approach; load leveling; maximum power point technique; point of common coupling; reactive power compensation; squirrel cage induction generator; voltage controller; voltage source converter; wind AC power; Batteries; Microgrids; Power conversion; Reactive power; Voltage control; Wind speed; BPFF; Diesel Engine; Load leveling; MPPT; Microgrid; SCIG;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power India International Conference (PIICON), 2014 6th IEEE
Print_ISBN :
978-1-4799-6041-5
Type :
conf
DOI :
10.1109/34084POWERI.2014.7117766
Filename :
7117766
Link To Document :
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