Operation design of PV system with storage battery by using next-day residential load forecast

Yusuke Goto; Takanobu Suzuki; Takahiro Shimoo; Takayoshi Hayashi; Shinji Wakao

doi:10.1109/PVSC.2011.6186427

Operation design of PV system with storage battery by using next-day residential load forecast

Yusuke Goto^*, Takanobu Suzuki, Takahiro Shimoo, Takayoshi Hayashi, Shinji Wakao

^*Corresponding author for this work

School of Advanced Science and Engineering

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

10 Citations (Scopus)

Abstract

Recently, many people in the world pay attention to the renewable energy and a photovoltaic system becomes especially worthy for the future of the earth. In this paper, we investigate the operation of PV system with storage battery by using next-day residential load forecast. First, we propose the application of a simple and high-precision modeling method, i.e., Just-In-Time Modeling to the forecast of residential load. And we carry out the improvement in predictive accuracy by the input selection and the weighting method. Next, we simulate the operation of PV system with storage battery by using the load forecast information. The result shows that the introduction of load forecast into PV system operation contributes to environmental conservation and reduction of operating cost.

Original language	English
Title of host publication	Program - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011
Pages	2369-2374
Number of pages	6
DOIs	https://doi.org/10.1109/PVSC.2011.6186427
Publication status	Published - 2011 Dec 1
Event	37th IEEE Photovoltaic Specialists Conference, PVSC 2011 - Seattle, WA, United States Duration: 2011 Jun 19 → 2011 Jun 24

Publication series

Name	Conference Record of the IEEE Photovoltaic Specialists Conference
ISSN (Print)	0160-8371

Conference

Conference	37th IEEE Photovoltaic Specialists Conference, PVSC 2011
Country/Territory	United States
City	Seattle, WA
Period	11/6/19 → 11/6/24

ASJC Scopus subject areas

Control and Systems Engineering
Industrial and Manufacturing Engineering
Electrical and Electronic Engineering

UN SDGs

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

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10.1109/PVSC.2011.6186427

Cite this

Goto, Y., Suzuki, T., Shimoo, T., Hayashi, T., & Wakao, S. (2011). Operation design of PV system with storage battery by using next-day residential load forecast. In Program - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011 (pp. 2369-2374). Article 6186427 (Conference Record of the IEEE Photovoltaic Specialists Conference). https://doi.org/10.1109/PVSC.2011.6186427

Operation design of PV system with storage battery by using next-day residential load forecast. / Goto, Yusuke; Suzuki, Takanobu; Shimoo, Takahiro et al.
Program - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011. 2011. p. 2369-2374 6186427 (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

Goto, Y, Suzuki, T, Shimoo, T, Hayashi, T & Wakao, S 2011, Operation design of PV system with storage battery by using next-day residential load forecast. in Program - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011., 6186427, Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 2369-2374, 37th IEEE Photovoltaic Specialists Conference, PVSC 2011, Seattle, WA, United States, 11/6/19. https://doi.org/10.1109/PVSC.2011.6186427

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Operation design of PV system with storage battery by using next-day residential load forecast

Abstract

Publication series

Conference

ASJC Scopus subject areas

UN SDGs

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