Title :
Probabilistic evaluation for static voltage stability for unbalanced three-phase distribution system
Author :
Xiaohong Ran ; Shihong Miao
Author_Institution :
State Key Lab. of Adv. Electromagn. Eng. & Technol., Huazhong Univ. of Sci. & Technol. (HUST), Wuhan, China
Abstract :
To investigate the impact of the randomness of renewable energy generation on distributed network, the authors propose a non-linear three-phase maximum loadability model. Considering uncertainty such as wind power generation and load forecasting deviation, a probabilistic evaluation of static voltage stability for distributed network is presented based on cumulants method. Correlations between adjacent wind farms are also considered. Maximal load increment models of three-phase balanced/unbalanced power system are solved by improved self-adaptive particle swarm optimisation algorithm. Two approximation expansions named Cornish-Fisher expansion and Gram-Charlier expansion are employed to obtain probability distribution of random variables. Relation of probabilistic performances including means and variances between balanced system and unbalanced system could be obtained. 25-bus/33-bus unbalanced system and 33-bus balanced system are studied as examples to validate effectiveness of their proposed method, and results based on cumulants method are compared with Monte Carlo simulations.
Keywords :
approximation theory; load forecasting; nonlinear control systems; particle swarm optimisation; power distribution control; power generation control; probability; renewable energy sources; voltage regulators; wind power plants; 25-bus unbalanced system; 33-bus balanced system; 33-bus unbalanced system; Cornish-Fisher approximation expansion; Gram-Charlier approximation expansion; adjacent wind farms; cumulants method; distributed network; improved self-adaptive particle swarm optimisation algorithm; load forecasting deviation; maximal load increment models; means; nonlinear three-phase maximum loadability model; probabilistic evaluation; renewable energy generation; static voltage stability; three-phase balanced power system; three-phase unbalanced power system; unbalanced three-phase distribution system; variances; wind power generation;
Journal_Title :
Generation, Transmission Distribution, IET
DOI :
10.1049/iet-gtd.2014.1138