TY - GEN
T1 - Real-time estimation of areal output power of photovoltaics under Japanese smart grid system
AU - Kamono, Kyohhei
AU - Ueda, Yuzuru
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/12/9
Y1 - 2016/12/9
N2 - As the amount of photovoltaic systems in distribution system increases, the need to grasp areal photovoltaic output power increases. Assuming Japanese smart grid system, this paper proposes a method to estimate areal photovoltaic output power of distribution system in real-time using smart meters, a pyranometer, and IT switches. By using 30 minute integrated areal photovoltaic output energy obtained by smart meters, the proposed method can perform estimation accurately throughout the year. Also, to track fast fluctuations of photovoltaic output power, the proposed method estimates low and high frequency components separately. To apply frequency classification in real-time, the proposed method uses a frequency classification method using a sliding window and linear fit. Simulations were performed using real measured data, and the proposed method was able to improve a previously proposed method and estimate areal photovoltaic output power with root mean square error less than 4% of the system capacity.
AB - As the amount of photovoltaic systems in distribution system increases, the need to grasp areal photovoltaic output power increases. Assuming Japanese smart grid system, this paper proposes a method to estimate areal photovoltaic output power of distribution system in real-time using smart meters, a pyranometer, and IT switches. By using 30 minute integrated areal photovoltaic output energy obtained by smart meters, the proposed method can perform estimation accurately throughout the year. Also, to track fast fluctuations of photovoltaic output power, the proposed method estimates low and high frequency components separately. To apply frequency classification in real-time, the proposed method uses a frequency classification method using a sliding window and linear fit. Simulations were performed using real measured data, and the proposed method was able to improve a previously proposed method and estimate areal photovoltaic output power with root mean square error less than 4% of the system capacity.
KW - Distribution system
KW - photovoltaic systems
KW - real-time estimation
KW - smart grid
KW - smart meter
UR - http://www.scopus.com/inward/record.url?scp=85010657711&partnerID=8YFLogxK
U2 - 10.1109/ISGT.2016.7781224
DO - 10.1109/ISGT.2016.7781224
M3 - Conference contribution
AN - SCOPUS:85010657711
T3 - 2016 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2016
BT - 2016 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2016
Y2 - 6 September 2016 through 9 September 2016
ER -