[R] Extract time and state of charge (Start and End) and Count

[roslinazairimah zakaria]

Hi Rui,

Yes, I would like to count for each hour, how many in the state of charge
start 0 and SOC 12, then SOC 1 and SOC 12 and so on.

Thank you for your help.

On Tue, Jul 19, 2022 at 1:11 AM Rui Barradas <ruipbarradas using sapo.pt> wrote:

> Hello,
>
> I'm not sure I understand the problem. Do you want counts of how many
> rows are there per hour?
>
>
> # these columns need to be fixed
> cols <- c("BatteryChargeStartDate", "BatteryChargeStopDate")
> dt_2014[cols] <- lapply(dt_2014[cols], \(x) sub("\n", " ", x))
> # use package lubridate to coerce to a datetime class
> dt_2014[cols] <- lapply(dt_2014[cols], lubridate::dmy_hm)
>
> h <- lubridate::hour(dt_2014[["BatteryChargeStartDate"]])
> aggregate(Starting_SoC_of_12 ~ h, dt_2014, length)
>
>
>
> It would be better if you post the expected output corresponding to the
> posted data set.
>
> Hope this helps,
>
> Rui Barradas
>
> Às 05:04 de 18/07/2022, roslinazairimah zakaria escreveu:
> > Dear all,
> >
> > I have data of Battery Electric vehicle (BEV). I would like to extract
> data
> > from every hour starting from 0.00 to 0.59, 1:00-1:59 for SOC(state of
> > charge) start to end.
> >
> > Some examples:
> > I can extract data from SOC=0 and SOC=12
> > dt_2014[which(dt_2014$Starting_SoC_of_12==0 &
> > dt_2014$Ending_SoC_of_12==12),]
> >
> > I can extract data from SOC=1 and SOC=12
> > dt_2014[which(dt_2014$Starting_SoC_of_12==1 &
> > dt_2014$Ending_SoC_of_12==12),]
> >
> > and I would like to further categorise the data by hour and count how
> many
> > cars from 0 state charge to 12 state charge at in that particular hour.
> >
> > Thank you so much for any help given.
> >
> > Some data
> >> dput(dt_2014[1:10,])
> > structure(list(ï..CarID = c("GC10", "GC10", "GC10", "GC10", "GC10",
> > "GC10", "GC10", "GC10", "GC10", "GC10"), BatteryChargeStartDate =
> > c("16/2/2014 16:05",
> > "16/2/2014 18:20", "17/2/2014 8:10", "18/2/2014 7:41", "18/2/2014 15:36",
> > "18/2/2014 16:36", "18/2/2014 21:26", "19/2/2014 8:57", "19/2/2014
> 21:08",
> > "20/2/2014 18:11"), BCStartTime = c("16:05", "18:20", "8:10",
> > "7:41", "15:36", "16:36", "21:26", "8:57", "21:08", "18:11"),
> >      Year = c(2014L, 2014L, 2014L, 2014L, 2014L, 2014L, 2014L,
> >      2014L, 2014L, 2014L), Month = c(2L, 2L, 2L, 2L, 2L, 2L, 2L,
> >      2L, 2L, 2L), Day = c(16L, 16L, 17L, 18L, 18L, 18L, 18L, 19L,
> >      19L, 20L), BatteryChargeStopDate = c("16/2/2014 17:05", "16/2/2014
> > 19:00",
> >      "17/2/2014 15:57", "18/2/2014 9:52", "18/2/2014 15:39", "18/2/2014
> > 17:36",
> >      "19/2/2014 1:55", "19/2/2014 14:25", "20/2/2014 5:17", "20/2/2014
> 23:20"
> >      ), BCStopTime = c("17:05", "19:00", "15:57", "9:52", "15:39",
> >      "17:36", "1:55", "14:25", "5:17", "23:20"), Year2 = c(2014L,
> >      2014L, 2014L, 2014L, 2014L, 2014L, 2014L, 2014L, 2014L, 2014L
> >      ), Month2 = c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), Day2 = c(16L,
> >      16L, 17L, 18L, 18L, 18L, 19L, 19L, 20L, 20L), Starting_SoC_of_12 =
> > c(1L,
> >      2L, 4L, 5L, 4L, 2L, 8L, 8L, 4L, 8L), Ending_SoC_of_12 = c(11L,
> >      11L, 12L, 8L, 4L, 10L, 12L, 12L, 12L, 12L)), row.names = c(NA,
> > 10L), class = "data.frame")
> >
> >
>


-- 
*Roslinazairimah Zakaria*
*Tel: +609-5492370; Fax. No.+609-5492766*

*Email: roslinazairimah using ump.edu.my <roslinazairimah using ump.edu.my>;
roslinaump using gmail.com <roslinaump using gmail.com>*
Faculty of Industrial Sciences & Technology
University Malaysia Pahang
Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia

	[[alternative HTML version deleted]]