Vent, Melle de (2018) Distributed Optimal Control of Smart Electricity Grids: Home Battery and Electric Vehicle Implementation. Research Project, Industrial Engineering and Management.
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Abstract
In this thesis, we consider the balancing problem in a hierarchical market-based structure for smart energy grids that is based on the Universal Smart Energy Framework. Changes in the electricity markets create a mismatch between the day-ahead-planning and the actual supply and demand. We present a multilevel distributed optimal control algorithm, in which the devices of prosumers that can provide flexibility are optimally dispatched based on local information to minimize this mismatch. Home-batteries and Electric Vehicles (EV's) are added to an existing model. Adequate charging of EV's is controlled by a distributed constraint. The distributed EV constraint uses ``The System of Updating Matrices" for information sharing, a new theory proposed in this thesis. The System of Updating Matrices can be used to fine-tune, per agent, per time step, the weight/influence of the neighboring agents in a network.
| Item Type: | Thesis (Research Project) |
|---|---|
| Supervisor name: | Scherpen, J.M.A. |
| Degree programme: | Industrial Engineering and Management |
| Thesis type: | Research Project |
| Language: | English |
| Date Deposited: | 10 Oct 2018 |
| Last Modified: | 10 Oct 2018 10:11 |
| URI: | https://fse.studenttheses.ub.rug.nl/id/eprint/18698 |
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