شماره ركورد كنفرانس :
3788
عنوان مقاله :
Voltage Control in Smart Grid using T2FLS
عنوان به زبان ديگر :
Voltage Control in Smart Grid using T2FLS
پديدآورندگان :
khodayar Yaser y.khodayar20@gmail.com Faculty of Electrical Engineering, Mamaghan Branch, Islamic Azad University, Mamaghan, Iran , Sabahi Kamel ksabahi2005@gmail.com Faculty of Electrical Engineering, Mamaghan Branch, Islamic Azad University, Mamaghan, Iran , Hajizadeh Amin aha@et.aau.dk Department of Energy Technology, Aalborg University, Esbjerg, Denmark
كليدواژه :
voltage control , smart grid , type , 2 fuzzy logic system
عنوان كنفرانس :
هفتمين كنفرانس ملي شبكه هاي هوشمند انرژي 96
چكيده فارسي :
— A smart grid features can be referred to as a twoway
communication with all active network elements and
decentralized resources such as under-load tap-changer
(ULTC), capacitor, and distributed generation (DG) units. In
the smart grid systems, the mentioned units are required to be
well coordinated to keep the voltage within the standard range.
Therefore, in this paper, a multi-agent controller based on
type-2 fuzzy logic system (T2FLS) is utilized to coordinate the
DG, ULTC, and load to regulate the voltage of the smart grid
in the presence of noise and uncertainty. The proposed fuzzy
system identifies the different parts of the smart grid as an
agent (i.e. ULTC, DG, and load) and regulates the voltage by
managing them. A 16-bus power system has been utilized to
demonstrate the effectiveness of the proposed method. It has
been shown that the proposed T2FLS controller outperforms
the type-1 fuzzy controller and regulates the voltage in an
appropriate way even in the presence of the different levels of
measurement noise and uncertainty.
چكيده لاتين :
— A smart grid features can be referred to as a twoway
communication with all active network elements and
decentralized resources such as under-load tap-changer
(ULTC), capacitor, and distributed generation (DG) units. In
the smart grid systems, the mentioned units are required to be
well coordinated to keep the voltage within the standard range.
Therefore, in this paper, a multi-agent controller based on
type-2 fuzzy logic system (T2FLS) is utilized to coordinate the
DG, ULTC, and load to regulate the voltage of the smart grid
in the presence of noise and uncertainty. The proposed fuzzy
system identifies the different parts of the smart grid as an
agent (i.e. ULTC, DG, and load) and regulates the voltage by
managing them. A 16-bus power system has been utilized to
demonstrate the effectiveness of the proposed method. It has
been shown that the proposed T2FLS controller outperforms
the type-1 fuzzy controller and regulates the voltage in an
appropriate way even in the presence of the different levels of
measurement noise and uncertainty.
