Optimal operation of energy grids integrated with renewable energy sources (RES) and energy storage systems (ESS) is challenging due to intermittencies in generation and dynamics of the storage. This investigation presents a multi-period alternate current optimal power flow (ACOPF) algorithm for reducing the grid operating cost. The proposed approach uses a receding horizon strategy that solves a non-linear optimization problem during each period by using forecasts and storage dynamics. As a result, the proposed algorithm can optimize the grid operations considering the intermittent renewable generation and storage dynamics. The multi-period ACOPF is illustrated on a Norwegian distribution network with 85 buses and our results illustrate the suitability of the multi-period approach to optimize the grid operations with RES and ESS.

A receding horizon approach for the power flow management with renewable energy and energ storage systems / Maffei, A; Srinivasan, S; Iannelli, L; Glielmo, L. - (2015). (Intervento presentato al convegno 2015 AEIT International Annual Conference tenutosi a Naples (Italy) nel 14/10/2015-16/10/2015) [10.1109/AEIT.2015.7415232].

A receding horizon approach for the power flow management with renewable energy and energ storage systems

Iannelli L;Glielmo L
2015

Abstract

Optimal operation of energy grids integrated with renewable energy sources (RES) and energy storage systems (ESS) is challenging due to intermittencies in generation and dynamics of the storage. This investigation presents a multi-period alternate current optimal power flow (ACOPF) algorithm for reducing the grid operating cost. The proposed approach uses a receding horizon strategy that solves a non-linear optimization problem during each period by using forecasts and storage dynamics. As a result, the proposed algorithm can optimize the grid operations considering the intermittent renewable generation and storage dynamics. The multi-period ACOPF is illustrated on a Norwegian distribution network with 85 buses and our results illustrate the suitability of the multi-period approach to optimize the grid operations with RES and ESS.
2015
978-888723728-3
A receding horizon approach for the power flow management with renewable energy and energ storage systems / Maffei, A; Srinivasan, S; Iannelli, L; Glielmo, L. - (2015). (Intervento presentato al convegno 2015 AEIT International Annual Conference tenutosi a Naples (Italy) nel 14/10/2015-16/10/2015) [10.1109/AEIT.2015.7415232].
File in questo prodotto:
File Dimensione Formato  
2015_ProcAEIT_Maffei.pdf

non disponibili

Dimensione 410.13 kB
Formato Adobe PDF
410.13 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/910590
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? ND
social impact