Integration of PV generation and storage on power distribution systems using MPC

Vahraz Zamani; Andres Cortes; Jan Kleissl; Sonia Martinez

doi:10.1109/PESGM.2015.7286588

Integration of PV generation and storage on power distribution systems using MPC

Vahraz Zamani
, Andres Cortes
, Jan Kleissl
, Sonia Martinez

University of California at San Diego

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

16 Citas (Scopus)

Resumen

This paper presents the implementation of a Model Predictive Control (MPC) strategy for integration of solar PV generation with batteries on an active power distribution system, i.e. micro-grid. Here, the discrete-time finite-horizon optimal control problem associated to the MPC is presented as a non- convex optimization problem. Then, this control problem is solved by utilization of a convexification approach in an efficient approach. To test the performance of the proposed algorithm, a testbed is designed by endowing the IEEE37 test feeder with PV generation and storage capacities. Performance evaluation is carried out for different optimization horizons, different PV penetration, and solar forecasting error.

Idioma original	Inglés
Título de la publicación alojada	2015 IEEE Power and Energy Society General Meeting, PESGM 2015
Editorial	IEEE Computer Society
ISBN (versión digital)	9781467380409
DOI	https://doi.org/10.1109/PESGM.2015.7286588
Estado	Publicada - 30 sept 2015
Publicado de forma externa	Sí
Evento	IEEE Power and Energy Society General Meeting, PESGM 2015 - Denver, Estados Unidos Duración: 26 jul 2015 → 30 jul 2015

Serie de la publicación

Nombre	IEEE Power and Energy Society General Meeting
Volumen	2015-September
ISSN (versión impresa)	1944-9925
ISSN (versión digital)	1944-9933

Conferencia

Conferencia	IEEE Power and Energy Society General Meeting, PESGM 2015
País/Territorio	Estados Unidos
Ciudad	Denver
Período	26/07/15 → 30/07/15

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 7: Energía asequible y no contaminante

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10.1109/PESGM.2015.7286588

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@inproceedings{3a65abe9e6d047e2bccd59f6b43da8a7,

title = "Integration of PV generation and storage on power distribution systems using MPC",

abstract = "This paper presents the implementation of a Model Predictive Control (MPC) strategy for integration of solar PV generation with batteries on an active power distribution system, i.e. micro-grid. Here, the discrete-time finite-horizon optimal control problem associated to the MPC is presented as a non- convex optimization problem. Then, this control problem is solved by utilization of a convexification approach in an efficient approach. To test the performance of the proposed algorithm, a testbed is designed by endowing the IEEE37 test feeder with PV generation and storage capacities. Performance evaluation is carried out for different optimization horizons, different PV penetration, and solar forecasting error.",

keywords = "Active power distribution systems, battery, microgrid, model predictive control, solar PV generation",

author = "Vahraz Zamani and Andres Cortes and Jan Kleissl and Sonia Martinez",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE Power and Energy Society General Meeting, PESGM 2015 ; Conference date: 26-07-2015 Through 30-07-2015",

year = "2015",

month = sep,

day = "30",

doi = "10.1109/PESGM.2015.7286588",

language = "English",

series = "IEEE Power and Energy Society General Meeting",

publisher = "IEEE Computer Society",

booktitle = "2015 IEEE Power and Energy Society General Meeting, PESGM 2015",

address = "United States",

}

Zamani, V, Cortes, A, Kleissl, J & Martinez, S 2015, Integration of PV generation and storage on power distribution systems using MPC. En 2015 IEEE Power and Energy Society General Meeting, PESGM 2015., 7286588, IEEE Power and Energy Society General Meeting, vol. 2015-September, IEEE Computer Society, IEEE Power and Energy Society General Meeting, PESGM 2015, Denver, Estados Unidos, 26/07/15. https://doi.org/10.1109/PESGM.2015.7286588

Integration of PV generation and storage on power distribution systems using MPC. / Zamani, Vahraz; Cortes, Andres; Kleissl, Jan et al.
2015 IEEE Power and Energy Society General Meeting, PESGM 2015. IEEE Computer Society, 2015. 7286588 (IEEE Power and Energy Society General Meeting; Vol. 2015-September).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Integration of PV generation and storage on power distribution systems using MPC

AU - Zamani, Vahraz

AU - Cortes, Andres

AU - Kleissl, Jan

AU - Martinez, Sonia

PY - 2015/9/30

Y1 - 2015/9/30

N2 - This paper presents the implementation of a Model Predictive Control (MPC) strategy for integration of solar PV generation with batteries on an active power distribution system, i.e. micro-grid. Here, the discrete-time finite-horizon optimal control problem associated to the MPC is presented as a non- convex optimization problem. Then, this control problem is solved by utilization of a convexification approach in an efficient approach. To test the performance of the proposed algorithm, a testbed is designed by endowing the IEEE37 test feeder with PV generation and storage capacities. Performance evaluation is carried out for different optimization horizons, different PV penetration, and solar forecasting error.

AB - This paper presents the implementation of a Model Predictive Control (MPC) strategy for integration of solar PV generation with batteries on an active power distribution system, i.e. micro-grid. Here, the discrete-time finite-horizon optimal control problem associated to the MPC is presented as a non- convex optimization problem. Then, this control problem is solved by utilization of a convexification approach in an efficient approach. To test the performance of the proposed algorithm, a testbed is designed by endowing the IEEE37 test feeder with PV generation and storage capacities. Performance evaluation is carried out for different optimization horizons, different PV penetration, and solar forecasting error.

KW - Active power distribution systems

KW - battery

KW - microgrid

KW - model predictive control

KW - solar PV generation

UR - https://www.scopus.com/pages/publications/84956864845

U2 - 10.1109/PESGM.2015.7286588

DO - 10.1109/PESGM.2015.7286588

M3 - Conference contribution

AN - SCOPUS:84956864845

T3 - IEEE Power and Energy Society General Meeting

BT - 2015 IEEE Power and Energy Society General Meeting, PESGM 2015

PB - IEEE Computer Society

T2 - IEEE Power and Energy Society General Meeting, PESGM 2015

Y2 - 26 July 2015 through 30 July 2015

ER -

Integration of PV generation and storage on power distribution systems using MPC

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