Multistage Generation and Network Expansion Planning in Distribution Systems Considering Uncertainty and Reliability

被引:157
作者
Munoz-Delgado, Gregorio [1 ]
Contreras, Javier [1 ]
Arroyo, Jose M. [1 ]
机构
[1] Univ Castilla La Mancha, Escuela Tecn Super Ingenieros Ind, E-13071 Ciudad Real, Spain
关键词
Distributed generation; distribution system planning; multistage; network expansion; reliability; stochastic programming; uncertainty; INVESTMENT DECISIONS; PART II; MODEL; IMPACT;
D O I
10.1109/TPWRS.2015.2503604
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper describes the incorporation of uncertainty and reliability in the dynamic expansion planning of distribution network assets and distributed generation. Several alternatives for the installation of feeders, transformers, and distributed generation are considered. Thus, the optimal expansion plan identifies the best alternative, location, and installation time for the candidate assets under the uncertainty related to demand and renewable energy sources. To that end, an iterative algorithm is devised to yield a pool of high-quality candidate solutions in terms of total investment and operational costs. Each candidate solution results from a stochastic-programming-based model driven by the minimization of the expected investment and operational costs. The associated scenario-based deterministic equivalent is formulated as a mixed-integer linear program for which finite convergence to optimality is guaranteed and efficient off-the-shelf software is available. Standard metrics are subsequently applied to each candidate solution to characterize its reliability so that valuable information is provided to the distribution system planner. Numerical results illustrate the effective performance of the proposed approach.
引用
收藏
页码:3715 / 3728
页数:14
相关论文
共 36 条
[1]  
[Anonymous], 2004, 13662003 IEEE
[2]  
[Anonymous], INTEGER COMBINATORIA
[3]  
[Anonymous], MULTISTAGE GENERATIO
[4]  
[Anonymous], 2011, 154742011 IEEE
[5]  
[Anonymous], 2003, IEEE STANDARD 154720
[6]   CANONICAL CUTS ON UNIT HYPERCUBE [J].
BALAS, E ;
JEROSLOW, R .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1972, 23 (01) :61-&
[7]   Wind power investment within a market environment [J].
Baringo, L. ;
Conejo, A. J. .
APPLIED ENERGY, 2011, 88 (09) :3239-3247
[8]   DISTRIBUTION-SYSTEM RELIABILITY INDEXES [J].
BILLINTON, R ;
BILLINTON, JE .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (01) :561-568
[9]   A new benders decomposition approach to solve power transmission network design problems [J].
Binato, S ;
Pereira, MVF ;
Granville, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (02) :235-240
[10]  
Birge JR, 2011, SPRINGER SER OPER RE, P3, DOI 10.1007/978-1-4614-0237-4