NEW WIND SPEED MODELING IN ORDER TO GENERATION ADEQUACY ASSESSMENT OF WIND TURBINE IN DEFENCIVE SITES

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ABEDI A.; SEPASIAN M.S.; TALEBPOOR M.; HAGHIRI A.

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Journal: Advanced Defense Science and Technology Year:2015 | Volume:6 | Issue:2 Page(s): 119-125

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Title

NEW WIND SPEED MODELING IN ORDER TO GENERATION ADEQUACY ASSESSMENT OF WIND TURBINE IN DEFENCIVE SITES

Author(s)

ABEDI A. | SEPASIAN M.S. | TALEBPOOR M. | HAGHIRI A. | Issue Writer Certificate

Keywords

WIND SPEEDQ2

CLUSTERING WITH NEURAL NETWORKQ2

MONTE CARLO SIMULATIONQ2

ADEQUACY ASSESSMENTQ2

Abstract

Power supply of military sites with high reliability is an important issue since power stations and distributing networks are possible to be attacked and disturbed by the enemy. Thus, distributed generation units especially wind energy are used for the needed power supply. However, the intermittence and uncertainty of WIND SPEED has an impressive effect on wind turbine power output and generation ADEQUACY ASSESSMENT. To obtain accurate result for generation adequacy assesment, it is very important to develop suitable model for WIND SPEED. In this paper, WIND SPEED is modeled with time series as well as hourly Weibull Pdf in which the former item has a lower accuracy and computational time in comparision with the latter one with inverse properties. In order to overcome the mentioned problem, this paper proposes a novel model for WIND SPEED clustering pattern using self-organized neural network followed by MONTE CARLO SIMULATION for generation ADEQUACY ASSESSMENT which has better accuracy and computation time than those two hourly Weibull Pdf and time series method. The Roy Billinton Test System (RBTS) was used in the studie as military network and HLI ADEQUACY ASSESSMENT is done with MONTE CARLO SIMULATION.

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APA: Copy

ABEDI, A., SEPASIAN, M.S., TALEBPOOR, M., & HAGHIRI, A.. (2015). NEW WIND SPEED MODELING IN ORDER TO GENERATION ADEQUACY ASSESSMENT OF WIND TURBINE IN DEFENCIVE SITES. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, 6(2), 119-125. SID. https://sid.ir/paper/167429/en

Vancouver: Copy

ABEDI A., SEPASIAN M.S., TALEBPOOR M., HAGHIRI A.. NEW WIND SPEED MODELING IN ORDER TO GENERATION ADEQUACY ASSESSMENT OF WIND TURBINE IN DEFENCIVE SITES. (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY[Internet]. 2015;6(2):119-125. Available from: https://sid.ir/paper/167429/en

IEEE: Copy

A. ABEDI, M.S. SEPASIAN, M. TALEBPOOR, and A. HAGHIRI, “NEW WIND SPEED MODELING IN ORDER TO GENERATION ADEQUACY ASSESSMENT OF WIND TURBINE IN DEFENCIVE SITES,” (JOURNAL OF ADVANCED DEFENCE SCIENCE AND TECHNOLOGY) JOURNAL OF PASSIVE DEFENCE SCIENCE AND TECHNOLOGY, vol. 6, no. 2, pp. 119–125, 2015, [Online]. Available: https://sid.ir/paper/167429/en

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