Short-term power-forecasting method of distributed PV power system for consideration of its effects on load forecasting

This study analyses the distributed photovoltaic (PV) power system effects on common short-term load forecasting, based on the proposed power penetration index, and load data reconfiguration method, by using common short-term load-forecasting algorithm under conditions of the distributed PV power sy...

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Bibliographic Details
Published in:	Journal of engineering (Stevenage, England) Vol. 2017; no. 13; pp. 865 - 869
Main Authors:	Liu, Yu, Li, Zhi, Bai, Kai, Zhang, Zhaoguang, Lu, Xining, Zhang, Xiaomeng
Format:	Journal Article
Language:	English
Published:	The Institution of Engineering and Technology 2017
Subjects:	backpropagation BP neutral network common short‐term load‐forecasting algorithm distributed photovoltaic power system distributed power generation distributed PV power system load data reconfiguration method load forecasting neural nets photovoltaic power systems power engineering computing power penetration index power‐forecasting accuracy short‐term load‐forecasting accuracy short‐term power‐forecasting method typical distributed PV power system updated load‐forecasting model distributed PV power system typical distributed PV power system BP neutral network photovoltaic power systems short-term power-forecasting method power penetration index load data reconfiguration method distributed power generation power-forecasting accuracy distributed photovoltaic power system power engineering computing common short-term load-forecasting algorithm short-term load-forecasting accuracy updated load-forecasting model load forecasting backpropagation neural nets
ISSN:	2051-3305, 2051-3305
Online Access:	Get full text
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