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New Hybrid Deep Neural Architectural Search-Based Ensemble Reinforcement Learning Strategy for Wind Power Forecasting
(IEEE, 2022-01)
- article
Wind power instability and inconsistency involve the reliability of renewable power energy, the safety of the transmission system, the electrical grid stability and the rapid developments of energy market. The study on ...
Computational simulation results in power systems operation to integrate reliability in the security constrained optimization problem
(Institute of Electrical and Electronics Engineers (IEEE), 2019-10-28)
- conferenceObject
In order to decrease operation costs in a security constrained unit commitment (SCUC) problem, strategies such as transmission switching (TS) can be utilized. However, having no limit for the switching of circuit breakers ...
Co-optimization of transmission switching and variable reactance devices control under worst-case wind uncertainty
(IEEE, 2019-12-05)
- conferenceObject
The work reported in this paper jointly addresses two major challenges in modern power systems: 1) systematically maximizing wind power generation (WPG) utilization under worst-case uncertainty and 2) employing mixed ...
Two-Stage Stochastic Mixed Integer Programming Approach for Optimal SCUC by Economic DR Model
(IEEE, 2019-08-26)
- article
Due to influences by power system restructuring, fuel price uncertainties, future demand forecasting, and utilities and transmission lines availability, demand response (DR) programs for consumers have gained more attention. ...
Two-Stage Stochastic Mixed Integer Programming Approach for Optimal SCUC by Economic DR Model
(IEEE, 2019-08-26)
- article
Due to influences by power system restructuring, fuel price uncertainties, future demand forecasting, and utilities and transmission lines availability, demand response (DR) programs for consumers have gained more attention. ...
Flexible co-operation of TCSC and corrective topology control under wind uncertainty : an interval-based robust approach
(IEEE, 2019-08-26)
- conferenceObject
This paper presents an AC optimal power flow (AC-OPF) model including flexible resources (FRs) to handle uncertain wind power generation (WPG). The FRs considered are thermal units with up/down re-dispatching capability, ...