Abstract
This paper explores the stochastic scheduling of microgrids where energy exchange with the macrogrid must be coordinated ahead of time. In particular, a market structure is proposed in which microgrid operators make day-ahead energy exchange commitments. Microgrids are fined for deviating too far from commitments and a maximum difference between commitments in subsequent hours is enforced. These constraints are included to reduce the burden placed on the macrogrid by distributed generation. Under this market structure, a scheduling problem is formulated for a microgrid system consisting of microturbines, a photovoltaic array, a battery bank, and a bi-directional connection to the macrogrid. Chance-constrained optimization is used to minimize operational cost and ensure the energy exchange commitments are met. The problem is transformed into a mixed integer linear program, and is solved to show that these commitments can be satisfied with a high level of certainty and to illustrate inherent tradeoffs between microgrid performance and level of regulation.
| Original language | English (US) |
|---|---|
| Article number | 7544607 |
| Pages (from-to) | 178-189 |
| Number of pages | 12 |
| Journal | IEEE Transactions on Smart Grid |
| Volume | 8 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 2017 |
Bibliographical note
Publisher Copyright:© 2016 IEEE.
Keywords
- Energy management
- optimization methods
- power generation planning
- power systems
- stochastic systems