Rolling Optimization of Transmission Network Recovery and Load Restoration Considering Hybrid Wind-Storage System and Cold Load Pickup

Sun, Lei; Liu, Weijia; Chung, C. Y.; Ding, Ming; Ding, Jiang

doi:10.1016/j.ijepes.2022.108168

Rolling Optimization of Transmission Network Recovery and Load Restoration Considering Hybrid Wind-Storage System and Cold Load Pickup

Journal Article · Sat Apr 09 04:00:00 EDT 2022 · International Journal of Electrical Power & Energy Systems

DOI:https://doi.org/10.1016/j.ijepes.2022.108168· OSTI ID:1865326

Sun, Lei; Liu, Weijia; Chung, C. Y.; Ding, Ming; Ding, Jiang

A common solution to deal with the stochasticity introduced by fast-ramping wind power integration is to equip wind farms (WFs) with energy storage systems (ESSs) to formulate hybrid WF-ESSs. In addition to leveling off wind power fluctuations during normal operations, a hybrid WF-ESS can be a flexible power source to accumulate the power system restoration. In this paper, we propose a rolling optimization model for transmission network recovery and load restoration considering the contributions of WF-ESSs. The proposed model is formulated as a mixed integer linear programming problem that simultaneously optimizes the amount and location of restorable load blocks as well as the restoration lines. The cold load pickup features of interrupted loads considering the outage duration are modeled in detail. A chance-constrained method is employed to deal with the uncertainty of wind power, and a rolling horizon-based framework is adopted to reduce the influence of forecast error. Case studies are conducted on both New England 39-bus system and part of a provincial power system in China. The results show that the load restoration process can be significantly accelerated by employing the proposed method and contributions of hybrid WF-ESSs to power system restoration are validated.

Research Organization:: National Renewable Energy Laboratory (NREL), Golden, CO (United States)

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE)

DOE Contract Number:: AC36-08GO28308

OSTI ID:: 1865326

Report Number(s):: NREL/JA-5D00-82743; MainId:83516; UUID:d8ee43eb-d753-4d5a-91f6-71b216f77278; MainAdminID:64397

Journal Information:: International Journal of Electrical Power & Energy Systems, Journal Name: International Journal of Electrical Power & Energy Systems Vol. 141

Country of Publication:: United States

Language:: English

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