transformer_11kv_faults: Failure statistics dataset for 10,000 6.6/11kV transformers
In CNAIM: Common Network Asset Indices Methodology (CNAIM)
transformer_11kv_faults R Documentation
Failure statistics dataset for 10,000 6.6/11kV transformers
Description
A dataset containing failure statistics for 10,000 6.6/11kV transformers
from the CNAIM standard, simulated over 100 years. The variables are as
follows:
Usage
transformer_11kv_faults
Format
A data frame with 103,848 rows and 13 variables:
- utilisation_pct
Utilization of a transformer in %
- placement
Is the transformer placed indoors or outdoors?
- altitude_m
Altitude above sea level (m)
- distance_from_coast_km
Distance from salt water (km)
- corrosion_category_index
Corrosion zone the asset exists in
- partial_discharge
Condition converted from TEV %-measurement
- oil_acidity
Oil acidity (mg KOH/g)
- temperature_reading
Temperature condition band
- observed_condition
Observed condition band
- age
Age of transformer (years)
- pof
Probability of failure (current and future) when the transformer failed
- transformer_id
Id of transformer that died
- dead
Monte carlo result showing if the transformer has died (TRUE)
Source
CNAIM documentation built on Aug. 31, 2022, 9:13 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| transformer_11kv_faults | R Documentation |
Failure statistics dataset for 10,000 6.6/11kV transformers
Description
A dataset containing failure statistics for 10,000 6.6/11kV transformers from the CNAIM standard, simulated over 100 years. The variables are as follows:
Usage
transformer_11kv_faults
Format
A data frame with 103,848 rows and 13 variables:
- utilisation_pct
Utilization of a transformer in %
- placement
Is the transformer placed indoors or outdoors?
- altitude_m
Altitude above sea level (m)
- distance_from_coast_km
Distance from salt water (km)
- corrosion_category_index
Corrosion zone the asset exists in
- partial_discharge
Condition converted from TEV %-measurement
- oil_acidity
Oil acidity (mg KOH/g)
- temperature_reading
Temperature condition band
- observed_condition
Observed condition band
- age
Age of transformer (years)
- pof
Probability of failure (current and future) when the transformer failed
- transformer_id
Id of transformer that died
- dead
Monte carlo result showing if the transformer has died (TRUE)
Source
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.