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...

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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

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