Title :
Operations analysis of wind penetration into distribution systems using PDLF
Author :
Ahmed, Mohamed Hassan ; Bhattacharya, Kankar ; Salama, M.M.A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
Wind Turbine (WT) generation sources have assumed an important role in the generation supply mix in many countries and its importance is continuously increasing. However, since wind generation is dependent on wind speed at a given instant, it is difficult to predict the operational aspects of systems with WTs in advance. This intermittent nature of wind generation makes its operation and planning a complex problem and there is a need for the associated mathematical models to consider this uncertainty appropriately. This paper presents a comprehensive analysis of the effects of wind generation in distribution systems using a Probabilistic Distribution Load Flow (PDLF). The analysis provides an insight into the effects on system losses, voltage regulation and substation power import due to wind generation at different locations.
Keywords :
distributed power generation; substations; voltage control; wind turbines; PDLF; distribution systems; generation supply mix; mathematical models; operations analysis; probabilistic distribution load flow; substation power; system losses; voltage regulation; wind generation; wind penetration; wind speed; wind turbine generation sources; Analytical models; Load flow; Load modeling; Mathematical model; Probabilistic logic; Reactive power; Wind speed; Distributed generation; probabilistic DLF; wind generation; wind turbine modeling;
Conference_Titel :
Innovative Smart Grid Technologies - Middle East (ISGT Middle East), 2011 IEEE PES Conference on
Conference_Location :
Jeddah
Print_ISBN :
978-1-4673-0987-5
DOI :
10.1109/ISGT-MidEast.2011.6220785