TY - GEN
T1 - Real-Time PV Reactive Power Prediction for Online Voltage Control in Distribution Network Installed with Phasor Measurement Unit
AU - Wanik, Mohd Zamri Che
AU - Gad, Mohamed Khalid
AU - Jabbar, Abdullah Abdul
AU - Sanfilippo, Antonio P.
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024/11/27
Y1 - 2024/11/27
N2 - This paper presents and describes an intelligent predictive technique for utilizing reactive power from PV in a distribution network that has several PV sources connected to a low voltage (LV) bus. The technique employs an artificial neural network (ANN) as part of an intelligent management tool that can be used to manage PV sources in a distribution network. The effectiveness of the method is assessed, and the result is very promising. The intelligent predictive technique presented in this paper is suitable to be integrated into an active distribution network management scheme of the distribution network that utilizes a phasor measurement unit (PMU) for monitoring.
AB - This paper presents and describes an intelligent predictive technique for utilizing reactive power from PV in a distribution network that has several PV sources connected to a low voltage (LV) bus. The technique employs an artificial neural network (ANN) as part of an intelligent management tool that can be used to manage PV sources in a distribution network. The effectiveness of the method is assessed, and the result is very promising. The intelligent predictive technique presented in this paper is suitable to be integrated into an active distribution network management scheme of the distribution network that utilizes a phasor measurement unit (PMU) for monitoring.
KW - Artificial neural network
KW - Distribution network
KW - Phasor measurement unit
KW - Predictive technique
KW - Real-time online management
KW - Voltage regulation
UR - https://www.scopus.com/pages/publications/105000171099
U2 - 10.1109/iSPEC59716.2024.10892575
DO - 10.1109/iSPEC59716.2024.10892575
M3 - Conference contribution
AN - SCOPUS:105000171099
SN - 979-8-3503-9508-2
T3 - Sustainable Power And Energy Conference
SP - 315
EP - 320
BT - 2024 Ieee Sustainable Power And Energy Conference, Ispec
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE Sustainable Power and Energy Conference, iSPEC 2024
Y2 - 24 November 2024 through 27 November 2024
ER -