A hybrid model for the transient stability of the rotor angle constrained optimal power flow

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BEHESHTI BABAK; SHAHGHOLIAN GHAZANFAR

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Journal: IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP) Year:2019 | Volume:7 | Issue:2 (14) Page(s): 83-94

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Title

A hybrid model for the transient stability of the rotor angle constrained optimal power flow

Author(s)

BEHESHTI BABAK | SHAHGHOLIAN GHAZANFAR | Issue Writer Certificate

Keywords

Optimal Power FlowQ2

Colonial CompetitionQ2

Artificial Neural NetworkQ2

Abstract

Optimal Power Flow with transient stability is a nonlinear optimization problem with algebraic and differential equations. In this paper, using the imperialist competition algorithm as an evolutionary optimization algorithm and Artificial Neural Network, a robust and effective two-stage design for solving the TSCOPF problem (transient stability constrained Optimal Power Flow) has been proposed. In hybrid model, an Artificial Neural Network was introduced to predict the transverse stability margin of the rotor angle and then to estimate the transient stability of the rotor angle bound to the optimal load distribution. To solve the problem of TSCOPF (transient stability constraint Optimal Power Flow), imperialist competition algorithm optimization has been used. The function of the proposed method is based on the three-machine system, the WSCC (Western System Coordinating Council) and the IEEE cases under different loading conditions and error mode.

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APA: Copy

BEHESHTI, BABAK, & SHAHGHOLIAN, GHAZANFAR. (2019). A hybrid model for the transient stability of the rotor angle constrained optimal power flow. IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP), 7(2 (14) ), 83-94. SID. https://sid.ir/paper/226188/en

Vancouver: Copy

BEHESHTI BABAK, SHAHGHOLIAN GHAZANFAR. A hybrid model for the transient stability of the rotor angle constrained optimal power flow. IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP)[Internet]. 2019;7(2 (14) ):83-94. Available from: https://sid.ir/paper/226188/en

IEEE: Copy

BABAK BEHESHTI, and GHAZANFAR SHAHGHOLIAN, “A hybrid model for the transient stability of the rotor angle constrained optimal power flow,” IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP), vol. 7, no. 2 (14) , pp. 83–94, 2019, [Online]. Available: https://sid.ir/paper/226188/en

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