Joint expansion planning of distribution network with uncertainty of demand load and renewable energy

被引:23
|
作者
Zhou, Siyu [1 ]
Han, Yang [1 ]
Chen, Shuheng [1 ]
Yang, Ping [1 ]
Wang, Congling [1 ]
Zalhaf, Amr S. [1 ,2 ]
机构
[1] Univ Elect Sci & Technol China, Sch Mech & Elect Engn, Chengdu 610054, Peoples R China
[2] Tanta Univ, Elect Power & Machines Engn Dept, Tanta 31511, Egypt
关键词
Distribution network; Transmission lines; Spanning-tree; Renewable energy sources;
D O I
10.1016/j.egyr.2022.05.203
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Rational planning plays a key role in developing and improving operation security and stability of distribution networks (DNs). This paper proposes a novel method to solve the expansion of transmission lines (TLs) and the allocation of distributed generators (DGs) considering the uncertainty of load demand and renewable energy. The spanning-tree is a theoretical method specifically tailored to guarantee the radiality operation of distribution networks. Also, to guarantee the stability and reliability of the network, the probability function is used to describe the stochastic nature of load behavior and renewable sources fluctuation. Thus, the most proper installation location and time for TL and DG assets can be identified by modeling the joint expansion planning. The objective of the proposed model is minimizing the present value of the total social costs, including the cost of investment, purchasing energy, and environmental benefits. This mixed-integer nonlinear problem (MINLP) optimization model is solved based on GAMS environment. The effectiveness and scalability of this model is validated and illustrated based on the IEEE RTS-24 system. (C) 2022 The Author(s). Published by Elsevier Ltd.
引用
收藏
页码:310 / 319
页数:10
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