Performance Loss Rate Analysis Pipeline

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Documentation for package ‘PVplr’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

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.