Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building

Juan Glicerio C. Manlapaz; Dalisay M. Reyes; Cris Paulo L. Buensuceso; Robert Alfie S. Peña; Raymark C. Parocha; Erees Queen B. Macabebe

doi:10.1088/1755-1315/1199/1/012006

Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building

Juan Glicerio C. Manlapaz
, Dalisay M. Reyes
, Cris Paulo L. Buensuceso
, Robert Alfie S. Peña
, Raymark C. Parocha
, Erees Queen B. Macabebe

Department of Electronics, Computer, and Communications Engineering

Ateneo de Manila University

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Article number	012006
Journal	IOP Conference Series: Earth and Environmental Science
Volume	1199
Issue number	1
DOIs	https://doi.org/10.1088/1755-1315/1199/1/012006
State	Published - 2023
Event	2nd ASEAN International Conference on Energy and Environment, AICEE 2022 - Hybrid, Phnom Penh, Cambodia Duration: Sep 14 2022 → Sep 15 2022

UN SDGs

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

SDG 7 Affordable and Clean Energy

ASJC Scopus Subject Areas

General Environmental Science
General Earth and Planetary Sciences

Keywords

ARIMA
Distributed generation
LSTM
cost of energy
energy systems modeling
load forecasting
renewable energy technologies

Access to Document

10.1088/1755-1315/1199/1/012006

Cite this

Manlapaz, J. G. C., Reyes, D. M., Buensuceso, C. P. L., Peña, R. A. S., Parocha, R. C., & Macabebe, E. Q. B. (2023). Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building. IOP Conference Series: Earth and Environmental Science, 1199(1), Article 012006. https://doi.org/10.1088/1755-1315/1199/1/012006

Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building. / Manlapaz, Juan Glicerio C.; Reyes, Dalisay M.; Buensuceso, Cris Paulo L. et al.
In: IOP Conference Series: Earth and Environmental Science, Vol. 1199, No. 1, 012006, 2023.

Research output: Contribution to journal › Conference article › peer-review

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title = "Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building",

keywords = "ARIMA, Distributed generation, LSTM, cost of energy, energy systems modeling, load forecasting, renewable energy technologies",

author = "Manlapaz, \{Juan Glicerio C.\} and Reyes, \{Dalisay M.\} and Buensuceso, \{Cris Paulo L.\} and Pe{\~n}a, \{Robert Alfie S.\} and Parocha, \{Raymark C.\} and Macabebe, \{Erees Queen B.\}",

note = "Publisher Copyright: {\textcopyright} Published under licence by IOP Publishing Ltd.; 2nd ASEAN International Conference on Energy and Environment, AICEE 2022 ; Conference date: 14-09-2022 Through 15-09-2022",

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T2 - 2nd ASEAN International Conference on Energy and Environment, AICEE 2022

AU - Manlapaz, Juan Glicerio C.

AU - Reyes, Dalisay M.

AU - Buensuceso, Cris Paulo L.

AU - Peña, Robert Alfie S.

AU - Parocha, Raymark C.

AU - Macabebe, Erees Queen B.

N1 - Publisher Copyright: © Published under licence by IOP Publishing Ltd.

PY - 2023

Y1 - 2023

KW - ARIMA

KW - Distributed generation

KW - LSTM

KW - cost of energy

KW - energy systems modeling

KW - load forecasting

KW - renewable energy technologies

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UR - https://www.scopus.com/pages/publications/85172904966#tab=citedBy

U2 - 10.1088/1755-1315/1199/1/012006

DO - 10.1088/1755-1315/1199/1/012006

M3 - Conference article

AN - SCOPUS:85172904966

SN - 1755-1307

VL - 1199

JO - IOP Conference Series: Earth and Environmental Science

JF - IOP Conference Series: Earth and Environmental Science

IS - 1

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Y2 - 14 September 2022 through 15 September 2022

ER -

Optimization and simulation of a grid-connected PV system using load forecasting methods: A case study of a university building

UN SDGs

ASJC Scopus Subject Areas

Keywords

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