all_na |
function to test if an entire column is NA |
anomalies |
Fixes the anomlies |
anomaly_detector |
detects rhw anomalies and returns a dataframw with cleaned and anom_flag column |
data_quality_check |
checks the quality of the data after and before cleaning |
data_structure |
Reads jci files gotten in budget period 2 |
day_time_start_end |
finds median start and end time of PV operation |
df_With_on_time |
data with PV on time flag. |
grade_pv |
returns quality information of time series data of PV |
Int |
Largest Intervals |
ip_num_time |
Numerical time interim predictor. |
lin_inter_hrly_to_fifteen |
Linearly interpolate hourly data to 15 min data. |
lin_inter_missing_energy |
Linearly interpolate missing energy values. |
mbm_resample |
Dataframe resample function |
nc |
function to convert to character then numeric |
num_test |
function to test is the values in a column should be numeric |
parallel_cluster_export |
Export variables to a cluster. |
plr_6k_model |
6k Method for PLR Determination |
plr_bootstrap_output |
Bootstrap: Resampling from individual Models |
plr_bootstrap_output_from_results |
Bootstrap: Resample from individual Models |
plr_bootstrap_uncertainty |
Bootstrap: Resampling data going into each Model |
plr_build_var_list |
Build a Custom Variable List |
plr_cleaning |
Basic Data Cleaning |
plr_convert_columns |
Fix Column Typings |
plr_decomposition |
Decompose Seasonality from Data |
plr_kmeans_test |
Statistical k-means Test |
plr_pvheatmap |
Title Heatmap generation for PV data |
plr_pvusa_model |
PVUSA Method for PLR Determination |
plr_remove_outliers |
Filter outliers from Power Predicted Data |
plr_saturation_removal |
Removing Saturated Data |
plr_seg_extract |
Segmented linear PLR extraction function |
plr_var |
PLR linear model uncertainty |
plr_variable_check |
Define Standard Variable Names |
plr_weighted_regression |
Weighted Regression |
plr_xbx_model |
XbX Method for PLR Determination |
plr_xbx_utc_model |
UTC Method for PLR Determination |
plr_yoy_regression |
Year-on-Year Regression |
spline_timestamp_sync |
Spline columns to match timestamps. |
test_df |
DOE RTC Sample PV System Data |
time_frequency |
Determines the minutes between data points in a time-series |
ts_inflate |
Inflate a time series data set. |