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Application of two-stage robust optimization theory in power system scheduling under uncertainties: A review and perspective
Multi-uncertainties impose enormous challenges to the optimal scheduling of power
systems, and two-stage robust optimization (TSRO) theory has been widely investigated and …
systems, and two-stage robust optimization (TSRO) theory has been widely investigated and …
Multi-stage stochastic programming to joint economic dispatch for energy and reserve with uncertain renewable energy
To address the uncertain renewable energy in the day-ahead optimal dispatch of energy
and reserve, a multi-stage stochastic programming model is established in this paper to …
and reserve, a multi-stage stochastic programming model is established in this paper to …
Energy scheduling for microgrids with renewable energy sources considering an adjustable convex hull based uncertainty set
In this paper, a risk-based robust energy scheduling model for microgrids is proposed to
address the uncertainty of renewable energy sources (RESs). The proposed model …
address the uncertainty of renewable energy sources (RESs). The proposed model …
Data-driven distributionally robust optimization for real-time economic dispatch considering secondary frequency regulation cost
With the large-scale integration of renewable power generation, frequency regulation
resources (FRRs) are required to have larger capacities and faster ramp rates, which …
resources (FRRs) are required to have larger capacities and faster ramp rates, which …
Distributionally robust optimal reactive power dispatch with Wasserstein distance in active distribution network
The uncertainties from renewable energy sources (RESs) will not only introduce significant
influences to active power dispatch, but also bring great challenges to the analysis of …
influences to active power dispatch, but also bring great challenges to the analysis of …
Locational marginal pricing for flexibility and uncertainty with moment information
The continuous growth of variable renewable integration has greatly increased uncertainty
and variability in the power system, resulting in unprecedentedly high demand for flexibility …
and variability in the power system, resulting in unprecedentedly high demand for flexibility …
Distributionally robust unit commitment with an adjustable uncertainty set and dynamic demand response
To address the uncertainty of renewable energy in unit commitment, an adjustable
uncertainty set of renewable energy is introduced and unit commitment is scheduled to …
uncertainty set of renewable energy is introduced and unit commitment is scheduled to …
Dynamic economic dispatch with maximal renewable penetration under renewable obligation
This paper presents a multi-objective dynamic economic dispatch model with renewable
obligation requirements. The two objective functions that are presented in this paper aim to …
obligation requirements. The two objective functions that are presented in this paper aim to …
Nodal flexibility requirements for tackling renewable power fluctuations
The volatility of renewable energy causes mismatch between real-time generation and
demand, calling for sufficient backup to compensate such discrepancy. This paper studies …
demand, calling for sufficient backup to compensate such discrepancy. This paper studies …
Data-driven distributionally robust chance-constrained unit commitment with uncertain wind power
The Unit commitment (UC) problem in power systems has been studied for a long time;
however, many new challenges have emerged in the UC problem with the increasing …
however, many new challenges have emerged in the UC problem with the increasing …