An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage

Jose Rojas; Juan C. Aguero; Rodrigo Carvajal; Cesar Silva

doi:10.1109/CHILECON47746.2019.8987601

An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage

Jose Rojas, Juan C. Aguero, Rodrigo Carvajal, Cesar Silva

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

An alternative approach for the optimization of a financial cost functional associated to the predictive control problem of a Solar plant with an energy storage system is presented. A smooth continuous approximation of a non-linearity is used to obtain an explicit formulation of the functional, and the benefits of this approach are discussed. Through simulations, the flexibility of this approach to incorporate more complex battery models is illustrated, thus enlarging the financial benefits of the plant's operators.

Original language	English
Title of host publication	IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728131856
DOIs	https://doi.org/10.1109/CHILECON47746.2019.8987601
State	Published - Nov 2019
Externally published	Yes
Event	2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019 - Valparaiso, Chile Duration: 13 Nov 2019 → 27 Nov 2019

Publication series

Name	IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

Conference

Conference	2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019
Country/Territory	Chile
City	Valparaiso
Period	13/11/19 → 27/11/19

Keywords

Control Theory
Model Predictive Control
Smart Grid

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/CHILECON47746.2019.8987601

Cite this

Rojas, J., Aguero, J. C., Carvajal, R., & Silva, C. (2019). An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage. In IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019 Article 8987601 (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHILECON47746.2019.8987601

Rojas, Jose ; Aguero, Juan C. ; Carvajal, Rodrigo et al. / An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage. IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

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title = "An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage",

abstract = "An alternative approach for the optimization of a financial cost functional associated to the predictive control problem of a Solar plant with an energy storage system is presented. A smooth continuous approximation of a non-linearity is used to obtain an explicit formulation of the functional, and the benefits of this approach are discussed. Through simulations, the flexibility of this approach to incorporate more complex battery models is illustrated, thus enlarging the financial benefits of the plant's operators.",

keywords = "Control Theory, Model Predictive Control, Smart Grid",

author = "Jose Rojas and Aguero, {Juan C.} and Rodrigo Carvajal and Cesar Silva",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019 ; Conference date: 13-11-2019 Through 27-11-2019",

year = "2019",

month = nov,

doi = "10.1109/CHILECON47746.2019.8987601",

language = "English",

series = "IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019",

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Rojas, J, Aguero, JC, Carvajal, R & Silva, C 2019, An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage. in IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019., 8987601, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019, Valparaiso, Chile, 13/11/19. https://doi.org/10.1109/CHILECON47746.2019.8987601

An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage. / Rojas, Jose; Aguero, Juan C.; Carvajal, Rodrigo et al.
IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8987601 (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - An alternative approach for the optimization of a financial cost functional associated to the predictive control problem of a Solar plant with an energy storage system is presented. A smooth continuous approximation of a non-linearity is used to obtain an explicit formulation of the functional, and the benefits of this approach are discussed. Through simulations, the flexibility of this approach to incorporate more complex battery models is illustrated, thus enlarging the financial benefits of the plant's operators.

KW - Control Theory

KW - Model Predictive Control

KW - Smart Grid

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DO - 10.1109/CHILECON47746.2019.8987601

M3 - Conference contribution

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T3 - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

BT - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 13 November 2019 through 27 November 2019

ER -

Rojas J, Aguero JC, Carvajal R, Silva C. An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage. In IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8987601. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019). doi: 10.1109/CHILECON47746.2019.8987601

An Alternative Optimization Approach for MPC Control of PV plants with Energy Storage

Abstract

Publication series

Conference

Keywords

UN SDGs

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