TY - JOUR
T1 - Multi-Period Active Distribution Network Planning Using Multi-Stage Stochastic Programming and Nested Decomposition by SDDIP
AU - Ding, Tao
AU - Qu, Ming
AU - Huang, Can
AU - Wang, Zekai
AU - Du, Pengwei
AU - Shahidehpour, Mohammad
N1 - Publisher Copyright:
© 1969-2012 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - This paper presents a multi-period active distribution network planning (ADNP) with distributed generation (DG). The objective of the proposed ADNP is to minimize the total planning cost, subject to both investment and operation constraints. The paper proposes a multi-stage stochastic optimization model to address DG uncertainties over several periods, in which the decisions are made sequentially by only using the present-stage information. A nested decomposition method is proposed which applies the stochastic dual dynamic integer programming (SDDIP) method to address computational intractabilities of the proposed ADNP approach. The presented numerical results and discussions on a 33-bus distribution system and a large-scale 906-bus system verify the effectiveness of the proposed ADNP method and its solution method.
AB - This paper presents a multi-period active distribution network planning (ADNP) with distributed generation (DG). The objective of the proposed ADNP is to minimize the total planning cost, subject to both investment and operation constraints. The paper proposes a multi-stage stochastic optimization model to address DG uncertainties over several periods, in which the decisions are made sequentially by only using the present-stage information. A nested decomposition method is proposed which applies the stochastic dual dynamic integer programming (SDDIP) method to address computational intractabilities of the proposed ADNP approach. The presented numerical results and discussions on a 33-bus distribution system and a large-scale 906-bus system verify the effectiveness of the proposed ADNP method and its solution method.
KW - Distribution network planning
KW - distributed energy resources
KW - multi-stage stochastic programming
KW - uncertainty
UR - https://www.scopus.com/pages/publications/85098776549
U2 - 10.1109/TPWRS.2020.3032830
DO - 10.1109/TPWRS.2020.3032830
M3 - 文章
AN - SCOPUS:85098776549
SN - 0885-8950
VL - 36
SP - 2281
EP - 2292
JO - IEEE Transactions on Power Systems
JF - IEEE Transactions on Power Systems
IS - 3
M1 - 9234713
ER -