Patrinos, Panagiotis and Bernardini, Daniele and Maffei, Alessandro and Jokic, Andrej and Bemporad, Alberto Two-time-scale MPC for economically optimal real-time operation of balance responsible parties. In: Proceedings of the IFAC 8th Power Plant and Power Systems Control Symposium. IFAC, pp. 741-746. ISBN 978-3-902823-24-3 (2012)
Full text not available from this repository.Abstract
European electrical networks are evolving towards a distributed system where the number of power plants is growing and also the green plants based on renewable energy sources (RES) like wind and solar are increasing. Integration of RES leads to energy imbalance, due to the difficulty to predict their production. This paper proposes a two-time-scale Hierarchical Model Predictive Control (HMPC) strategy for real-time optimal control of Balance Responsible Parties (BRPs) in power systems with high penetration of renewable energy sources (RES). The proposed control strategy is able to handle ramp-rate constraints efficiently and results in reduced generation and imbalance costs due to real-time economic optimization of power setpoints.
| Item Type: | Book Section |
|---|---|
| Identification Number: | https://doi.org/10.3182/20120902-4-FR-2032.00129 |
| Uncontrolled Keywords: | Smart grid; Model predictive control; Hierarchical control |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Research Area: | Computer Science and Applications |
| Depositing User: | Ms T. Iannizzi |
| Date Deposited: | 17 Jan 2013 10:06 |
| Last Modified: | 29 Jan 2014 13:58 |
| URI: | http://eprints.imtlucca.it/id/eprint/1460 |
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