Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources

Tetsuya Sekine; Toru Namerikawa

doi:10.23919/SICE.2018.8492644

Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources

Tetsuya Sekine, Toru Namerikawa

Department of System Design Engineering

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

2 Citations (Scopus)

Abstract

In this paper, load frequency control by optimal control algorithm using quasi-Newton method for microgrid introducing diesel generator and battery is discussed. In the proposed method, we consider microgrid model including diesel generator and battery. Also, saturation is taken into account as a constraint on the input to the model of diesel generator and battery. Then, a cost function considering the storage capacity constraint is formulated. Therefore, we propose an algorithm using the quasi-Newton method to determine inputs that minimize the formalized cost function. In addition to the quasi-Newton method, we propose an algorithm using Backward Sweep to match the terminal condition. Finally, we confirm the effectiveness of the proposed method through numerical simulations.

Original language	English
Title of host publication	2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	958-963
Number of pages	6
ISBN (Electronic)	9784907764609
DOIs	https://doi.org/10.23919/SICE.2018.8492644
Publication status	Published - 2018 Oct 15
Event	57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018 - Nara, Japan Duration: 2018 Sept 11 → 2018 Sept 14

Publication series

Name	2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018

Other

Other	57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018
Country/Territory	Japan
City	Nara
Period	18/9/11 → 18/9/14

Keywords

Backward Sweep
Distributed energy resources
Microgrid
Quasi-Newton

ASJC Scopus subject areas

Control and Systems Engineering
Control and Optimization
Instrumentation

Access to Document

10.23919/SICE.2018.8492644

Cite this

Sekine, T., & Namerikawa, T. (2018). Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources. In 2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018 (pp. 958-963). Article 8492644 (2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/SICE.2018.8492644

Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources. / Sekine, Tetsuya; Namerikawa, Toru.
2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 958-963 8492644 (2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018).

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

Sekine, T & Namerikawa, T 2018, Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources. in 2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018., 8492644, 2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018, Institute of Electrical and Electronics Engineers Inc., pp. 958-963, 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018, Nara, Japan, 18/9/11. https://doi.org/10.23919/SICE.2018.8492644

Sekine T, Namerikawa T. Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources. In 2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 958-963. 8492644. (2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018). doi: 10.23919/SICE.2018.8492644

Sekine, Tetsuya ; Namerikawa, Toru. / Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources. 2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 958-963 (2018 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018).

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title = "Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources",

abstract = "In this paper, load frequency control by optimal control algorithm using quasi-Newton method for microgrid introducing diesel generator and battery is discussed. In the proposed method, we consider microgrid model including diesel generator and battery. Also, saturation is taken into account as a constraint on the input to the model of diesel generator and battery. Then, a cost function considering the storage capacity constraint is formulated. Therefore, we propose an algorithm using the quasi-Newton method to determine inputs that minimize the formalized cost function. In addition to the quasi-Newton method, we propose an algorithm using Backward Sweep to match the terminal condition. Finally, we confirm the effectiveness of the proposed method through numerical simulations.",

keywords = "Backward Sweep, Distributed energy resources, Microgrid, Quasi-Newton",

author = "Tetsuya Sekine and Toru Namerikawa",

note = "Funding Information: This work was supported by JST CREST Grant Number JPMJCR15K2, Japan. Publisher Copyright: {\textcopyright} 2018 The Society of Instrument and Control Enginners - SICE.; 57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018 ; Conference date: 11-09-2018 Through 14-09-2018",

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N2 - In this paper, load frequency control by optimal control algorithm using quasi-Newton method for microgrid introducing diesel generator and battery is discussed. In the proposed method, we consider microgrid model including diesel generator and battery. Also, saturation is taken into account as a constraint on the input to the model of diesel generator and battery. Then, a cost function considering the storage capacity constraint is formulated. Therefore, we propose an algorithm using the quasi-Newton method to determine inputs that minimize the formalized cost function. In addition to the quasi-Newton method, we propose an algorithm using Backward Sweep to match the terminal condition. Finally, we confirm the effectiveness of the proposed method through numerical simulations.

AB - In this paper, load frequency control by optimal control algorithm using quasi-Newton method for microgrid introducing diesel generator and battery is discussed. In the proposed method, we consider microgrid model including diesel generator and battery. Also, saturation is taken into account as a constraint on the input to the model of diesel generator and battery. Then, a cost function considering the storage capacity constraint is formulated. Therefore, we propose an algorithm using the quasi-Newton method to determine inputs that minimize the formalized cost function. In addition to the quasi-Newton method, we propose an algorithm using Backward Sweep to match the terminal condition. Finally, we confirm the effectiveness of the proposed method through numerical simulations.

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Optimal Control Based on Quasi-Newton Method Considering Cooperation of Constrained Distributed Energy Resources

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