Increasing participation of prosumers in the electricity grid calls for efficient operational strategies for utilizing the flexibility offered by Distributed Energy Resources (DER) to match supply and demand. This paper investigates the coordination performance of a recently proposed coordination scheme for deferrable loads: Forecast Mediated Market Based Control (F-MBC). Enhancements are made to the simulation setup to enable an analysis of performance in realistic scenarios, with heterogeneous loads and an open-ended simulation horizon. Operational scenarios were formulated to showcase the ability of F-MBC to schedule heterogeneous populations of deferrable loads with dynamic load profiles, supported by a mix of renewable and flexible generation. Availability patterns of devices were generated to take into account varying user preferences. Simulation results indicate that F-MBC was able to achieve good distributed scheduling performance for devices with a high initial power consumption. However, performance for devices with low initial power consumption has been found to be less satisfactory. Several directions for further improvement of the F-MBC scheme and its applications are identified.
|Title of host publication||2021 IEEE Madrid PowerTech, PowerTech 2021 - Conference Proceedings|
|Number of pages||6|
|Publication status||Published - 2021|
|Event||2021 IEEE Madrid PowerTech - Virtual/online event |
Duration: 28 Jun 2021 → 2 Jul 2021
|Name||2021 IEEE Madrid PowerTech, PowerTech 2021 - Conference Proceedings|
|Conference||2021 IEEE Madrid PowerTech|
|Abbreviated title||PowerTech 2021|
|Period||28/06/21 → 2/07/21|
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- Demand Response
- Distributed Coordination
- Market Based Control
- Rolling Horizon Scheduling