mbalPredByOoip

# mbalPredByOoip.R
library(rOpenserver)
library(ggplot2)
library(tidyr)


get_mbal_model <- function(model) {
    # function to get the model filename
    models_dir <- system.file("models", package = "rOpenserver")
    model_file <- file.path(models_dir, model)
    if (!file.exists(model_file)) stop("Model not found ...") else
        return(model_file)
}

# Enter the OOIP and write to MBAL.
ooip <- 300

# Initialize OpenServer
mbal_server <- OpenServer$new()

# Start Prosper
cmd = "MBAL.START"
mbal_server$DoCmd(cmd)

# MBAL opens files a little bit different. The filename needs to be surrounded
# with # double quote not single quotes as in Prosper or GAP
model_file <- get_mbal_model(model = "oil.mbi")      # get the model filename
open_cmd <- 'MBAL.OPENFILE'                          # OpenServer command
open_cmd <- paste0(open_cmd, '("', model_file, '")') # compose the command
DoCmd(mbal_server, open_cmd)                         # open the model

DoSet(mbal_server, "MBAL.MB.TANK.OOIP", ooip)        # write value to MBAL

# run prediction
DoSlowCmd(mbal_server, "MBAL.MB.RUNPREDICTION")      # send command

date      <- openserver_to_date(DoGet(mbal_server, "MBAL.MB.TRES[2][0][$].TIME"))
oil_rf    <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$].OILRECOVER")
oil_rate  <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$].OILRATE")
gas_rate  <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$].GASRATE")
wat_rate  <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$].WATRATE")
tank_pres <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$].TANKPRESS")
watercut  <- rDoGet(mbal_server, "MBAL.MB.TRES[2][0][$]WATCUT")

# build tidy dataframe and plot all variables
df <- data.frame(date, oil_rf, oil_rate, gas_rate, wat_rate, tank_pres, watercut)
df_gather <- gather(df, var, value, oil_rf:watercut)
ggplot(df_gather, aes(x=date, y = value, color = var)) +
    geom_line() +
    geom_point() +
    facet_wrap(var~., scales = "free_y")

# shutdown MBAL
Sys.sleep(3)                                         # wait 3 seconds
command = "MBAL.SHUTDOWN"
mbal_server$DoCmd(command)                           # send command
mbal_server <- NULL                                  # clean OpenServer process