Title :
A new multi-point estimate method on uncertain power flow
Author :
Han Haiteng ; Gao Shan ; Dai Jingsong ; Chen Yuebin
Author_Institution :
Dept. of Electr. Eng., Southeast Univ., Nanjing, China
Abstract :
In modern power system, practically, power flow is the basic information for security and stability analysis, economic dispatch, state estimation, etc. However, due to the uncertainties, it is difficult to obtain the accurate value ahead of time, so how to deal with the uncertainty of power flow is a problem we must face seriously. In this paper, a new multi-point estimate method based on Nataf transformation and Gauss-Hermite integration has been proposed. To be more exact, the focus of this approach is to change the uncertain power flow problem into a response function with multi random variables. One of the main advantages is that the computation precision is improved significantly compared with traditional point estimate method. Simulation results illustrate the correctness and effectiveness of the proposed method.
Keywords :
estimation theory; integration; load flow; random processes; transforms; Gauss-Hermite integration; Nataf transformation; economic dispatch; multipoint estimate method; multirandom variable; power flow uncertainty; power system; security analysis; stability analysis; state estimation; Educational institutions; Load flow; Power system stability; Probabilistic logic; Random variables; Standards; Gauss-Hermite integration; Multi-point estimate; Nataf transformation; Uncertain power flow;
Conference_Titel :
Power System Technology (POWERCON), 2014 International Conference on
Conference_Location :
Chengdu
DOI :
10.1109/POWERCON.2014.6993699