TY - GEN
T1 - Total PV Power Prediction over a Wide Area Using Forecasted Values of Solar Radiation at Multiple Observation Points
AU - Watanabe, Ritsuya
AU - Wakao, Shinji
AU - Morita, Kei
N1 - Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2020/6/14
Y1 - 2020/6/14
N2 - Electric retailers need to predict spot market prices in the Japan Electric Power Exchange for efficient daily power procurement. And it is necessary to predict demand and PV output when predicting the price. Therefore, this paper deals with the simple and accurate estimation methods of total PV power over a wide area. We propose two kinds of simple methods to calculate the total PV output in the Kanto and Tohoku areas in Japan based on the predicted values of solar radiation at multiple observation points that are easy to obtain from the Japan Meteorological Agency.
AB - Electric retailers need to predict spot market prices in the Japan Electric Power Exchange for efficient daily power procurement. And it is necessary to predict demand and PV output when predicting the price. Therefore, this paper deals with the simple and accurate estimation methods of total PV power over a wide area. We propose two kinds of simple methods to calculate the total PV output in the Kanto and Tohoku areas in Japan based on the predicted values of solar radiation at multiple observation points that are easy to obtain from the Japan Meteorological Agency.
KW - JIT Modeling
KW - MSM-GPV data
KW - Physical model
KW - PV output prediction
KW - Regression model
KW - Solar radiation prediction
UR - http://www.scopus.com/inward/record.url?scp=85099581311&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85099581311&partnerID=8YFLogxK
U2 - 10.1109/PVSC45281.2020.9300856
DO - 10.1109/PVSC45281.2020.9300856
M3 - Conference contribution
AN - SCOPUS:85099581311
T3 - Conference Record of the IEEE Photovoltaic Specialists Conference
SP - 314
EP - 319
BT - 2020 47th IEEE Photovoltaic Specialists Conference, PVSC 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 47th IEEE Photovoltaic Specialists Conference, PVSC 2020
Y2 - 15 June 2020 through 21 August 2020
ER -