Distributed PV generation estimation using multi-rate and event-driven Kalman kriging filter

Distributed PV generation estimation using multi-rate and event-driven Kalman kriging filter

The ever-growing penetration of cost-effective photovoltaic (PV) panels within the distribution grid requires a robust and efficient method for PV system monitoring. Especially, the geographical proximity of PV panels can play an important role in lowering the dimension of measurements required for...

Full description

Bibliographic Details
Main Authors: SM Shafiul Alam, Anthony R. Florita, Bri-Mathias Hodge
Format: Article
Language:English
Published: Wiley 2020-03-01
Series:IET Smart Grid
Subjects:
statistical analysis
solar power
kalman filters
photovoltaic power systems
distributed power generation
time 1.0 min
event-driven kalman kriging filter
pv panels
geographical proximity
pv system monitoring
robust method
distribution grid
cost-effective photovoltaic panels
distributed pv generation estimation
event-driven measurement updates
mredrikk filter
multirate feature
pv power output
kriging step
behind-the-meter pv generation
solar power indices
spatiotemporal variability
modelling validation
spatiotemporal model
uncertain propagation
variable cloud formation
Online Access:https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0246

Internet

https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0246

Similar Items