TY - JOUR
T1 - Robust coordinated transmission and generation expansion planning considering ramping requirements and construction periods
AU - Li, Jia
AU - Li, Zuyi
AU - Liu, Feng
AU - Ye, Hongxing
AU - Zhang, Xuemin
AU - Mei, Shengwei
AU - Chang, Naichao
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2018/1
Y1 - 2018/1
N2 - Two critical issues have arisen in transmission expansion planning with the rapid growth of wind power generation. First, severe power ramping events in daily operation due to the high variability of wind power generation pose great challenges to multi-year planning decision making. Second, the long construction periods of transmission lines may not be able to keep pace with the fast growing uncertainty due to the increasing integration of wind power generation. To address such issues, we propose a comprehensive robust planning model considering different resources, namely, transmission lines, generators, and FACTS devices. Various factors are taken into account, including flexibility requirements, construction period, and cost. We construct the hourly net load ramping uncertainty (HLRU) set to characterize the variation of hourly net load including wind power generation, and the annual net load duration curve uncertainty (LDCU) set for the uncertainty of normal annual net load duration curve. This results in a two-stage robust optimization model with two different types of uncertainty sets, which are decoupled into two different sets of subproblems to make the entire solution process tractable. Numerical simulations with real-world data showthat the proposed model and solution method are effective in coordinating different flexible resources and rendering robust expansion planning strategies.
AB - Two critical issues have arisen in transmission expansion planning with the rapid growth of wind power generation. First, severe power ramping events in daily operation due to the high variability of wind power generation pose great challenges to multi-year planning decision making. Second, the long construction periods of transmission lines may not be able to keep pace with the fast growing uncertainty due to the increasing integration of wind power generation. To address such issues, we propose a comprehensive robust planning model considering different resources, namely, transmission lines, generators, and FACTS devices. Various factors are taken into account, including flexibility requirements, construction period, and cost. We construct the hourly net load ramping uncertainty (HLRU) set to characterize the variation of hourly net load including wind power generation, and the annual net load duration curve uncertainty (LDCU) set for the uncertainty of normal annual net load duration curve. This results in a two-stage robust optimization model with two different types of uncertainty sets, which are decoupled into two different sets of subproblems to make the entire solution process tractable. Numerical simulations with real-world data showthat the proposed model and solution method are effective in coordinating different flexible resources and rendering robust expansion planning strategies.
KW - FACTS
KW - Power system planning
KW - Ramping requirements
KW - Robust optimization
KW - Wind power
UR - https://www.scopus.com/pages/publications/85100768491
U2 - 10.1109/TPWRS.2017.2687318
DO - 10.1109/TPWRS.2017.2687318
M3 - 文章
AN - SCOPUS:85100768491
SN - 0885-8950
VL - 33
SP - 268
EP - 280
JO - IEEE Transactions on Power Systems
JF - IEEE Transactions on Power Systems
IS - 1
M1 - 2687318
ER -