Joint energy and spinning reserve scheduling integrating uncertain wind power

Classic unit commitment (UC) is an important and challenging task of allocating generating units subject to basic constraints over a scheduled time horizon to obtain the least generation cost. Penetration of wind power generator in a modern power system makes generation planning more complex. This s...

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Bibliographic Details
Published in2016 IEEE Students' Conference on Electrical, Electronics and Computer Science (SCEECS) pp. 1 - 6
Main Author Govardhan, Manisha
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.03.2016
Subjects
Generators
Joint energy and spinning reserve scheduling
modified Teaching-learning based optimization (MTLBO) algorithm
Optimization
Power systems
Spinning
spinning reserve (SR)
unit commitment (UC)
Wind farms
Wind power generation
Wind speed
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DOI10.1109/SCEECS.2016.7509299

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Summary:Classic unit commitment (UC) is an important and challenging task of allocating generating units subject to basic constraints over a scheduled time horizon to obtain the least generation cost. Penetration of wind power generator in a modern power system makes generation planning more complex. This study presents the effect of uncertain wind power on joint energy and spinning reserve scheduling. An inconsistent nature of wind speed and wind power is characterized by the Weibull probability distribution function considering overestimation and underestimation cost of the stochastic wind power. The effectiveness of the proposed approach is acknowledged from the results on an IEEE 10 unit system using modified Teaching-learning based optimization (MTLBO) algorithm which confirms a significant techno-economic saving.
DOI:10.1109/SCEECS.2016.7509299