Cross-correlation of output fluctuation and system-balancing cost in photovoltaic integration

Cross-correlation of output fluctuation and system-balancing cost in photovoltaic integration

The authors analysed the cross-correlation of photovoltaic (PV) output fluctuation for the actual PV output time series data in both the Tokyo area and the whole of Japan using the principal component analysis with the random matrix theory. Based on the obtained cross-correlation coefficients, the f...

Full description

Bibliographic Details
Main Authors: Yuichi Ikeda, Kazuhiko Ogimoto
Format: Article
Language:English
Published: Wiley 2014-10-01
Series:The Journal of Engineering
Subjects:
photovoltaic power systems
power generation economics
power generation scheduling
load forecasting
principal component analysis
time series
estimation theory
matrix algebra
photovoltaic output fluctuation cross-correlation
system-balancing cost estimation
photovoltaic integration
actual PV output time series data
Tokyo area
Japan
random matrix theory
cross-correlation coefficients
forecast error estimation
thermal plant operation scheduling
unit commitment model
policy implications
local production concept
local renewable energy consumption
Online Access:http://digital-library.theiet.org/content/journals/10.1049/joe.2014.0235

Internet

http://digital-library.theiet.org/content/journals/10.1049/joe.2014.0235

Similar Items