Abstract
This paper proposes a robust scheduling model for microgrids considering the stochastic unintentional islanding conditions. The proposed model minimizes the total operating cost of the microgrid by efficiently coordinating the supply of power from local distributed energy resources and the main grid. To capture the prevailing uncertainties in renewable generation and demand as well as unintentional islanding conditions, a two-stage adaptive robust optimization model is formulated to minimize the total operating cost under the worst realization of the modeled uncertainties. The column and constraint generation (C&CG) method is used to solve the problem in an iterative manner. The solution of the proposed scheduling model ensures robust microgrid operation in consideration of all possible realization of renewable generation, demand and unintentional islanding condition. Numerical simulations on a microgrid consisting of a wind turbine, a PV panel, a fuel cell, two micro-turbines, a diesel generator and a battery demonstrate the effectiveness of the proposed approach.
Original language | English |
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Title of host publication | 2022 IEEE Power and Energy Society General Meeting, PESGM 2022 |
Publisher | IEEE Computer Society |
ISBN (Electronic) | 9781665408233 |
DOIs | |
State | Published - 2022 |
Event | 2022 IEEE Power and Energy Society General Meeting, PESGM 2022 - Denver, United States Duration: Jul 17 2022 → Jul 21 2022 |
Publication series
Name | IEEE Power and Energy Society General Meeting |
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Volume | 2022-July |
ISSN (Print) | 1944-9925 |
ISSN (Electronic) | 1944-9933 |
Conference
Conference | 2022 IEEE Power and Energy Society General Meeting, PESGM 2022 |
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Country/Territory | United States |
City | Denver |
Period | 07/17/22 → 07/21/22 |
Funding
This work also made use of Engineering Research Center Shared Facilities supported by the Engineering Research Center Program of the National Science Foundation and the Department of Energy under NSF Award Number EEC-1041877 and the CURENT Industry Partnership Program.
Keywords
- Robust optimization
- islanding
- microgrid scheduling
- mixed-integer linear programming (MILP)
- uncertainty