boulder_phos: City of Boulder, CO Waste Water Treatment
In lukedurell/mowater: Datasets for Data Science

Description Usage Format Source Examples

Flow data from Boulder Waste Water Treatment Plant with the goal of predicting phosphorous in the effluent flow.

1	data(boulder_phos)

An object of class "list" with seven data frames of flow data, phosphorous measurement, and grab sample results.

avg_9_to_10_daily: Daily flow data averages
dosing_daily: Daily chemical dosing
flow_hourly: Hourly flow data
lab_daily: Daily aqueous lab and solids lab
Mixed_liqour_hourly: Hourly mixed liquor channel profile
phosfax_10m: Phosphorus in effluent
total_flow_daily: Daily totalized flows

Christopher Marks for the City of Boulder Water Resource Recovery Facility (BWRRF)

#- Alum
dose   <- boulder_phos[[2]]
alum   <- dose[which(dose$coagulant == "Alum"),]

plot(alum$Date, alum$solution_mass_lbs_day, type = "l",
main = "Alum Addition", ylab = "Mass", xlab = "Date")

#- Phosphorus
phos <- boulder_phos[[6]]
plot(phos$Date.Time, phos$op_conc_mg_p_l, type = "l", ylim = c(0, 6))