Forecast hourly using ARIMA

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1

I want to forecast the hourly rate of electricity using ARIMA. But, I won't be able to set the ts function correctly which results in no forecasting in Arima. My data has 24 entries per day. My aim is to predict 2022-05-01 18:00:00

Please help.

Here is code: start date: 07/01/2015 1:00, end date: 4/26/2022 15:00

data$Category  <- as.Date(data$Category, format = "%m/%d/%Y")
data <- data[order(data$Category), ]

Y <- ts(data[,2], start = c(2015,07,01), frequency = 365*23)
fit_arima <- auto.arima(Y, d=1, D=1, stepwise = FALSE, approximation = FALSE, trace = TRUE)
print(summary(fit_arima))
checkresiduals(fit_arima)

Data Sample

Category    Series ID
07/01/2015 1:00 5244
07/01/2015 2:00 5152
07/01/2015 3:00 4948
07/01/2015 4:00 4485
07/01/2015 5:00 4231
07/01/2015 6:00 4158
07/01/2015 7:00 4324
07/01/2015 8:00 4686
07/01/2015 9:00 5060
07/01/2015 10:00    5347
07/01/2015 11:00    5504
07/01/2015 12:00    4368
07/01/2015 13:00    5440
07/01/2015 14:00    5280
07/01/2015 15:00    5227
07/01/2015 16:00    5195
07/01/2015 17:00    5195
07/01/2015 18:00    5252
07/01/2015 19:00    5200
07/01/2015 20:00    5228
07/01/2015 21:00    5244
07/01/2015 22:00    5277
07/01/2015 23:00    4517
08/01/2015 0:00 4629
08/01/2015 1:00 4996
08/01/2015 2:00 4910
08/01/2015 3:00 4655
08/01/2015 4:00 4230
08/01/2015 5:00 4000
08/01/2015 6:00 3943
08/01/2015 7:00 3907
08/01/2015 8:00 4830
08/01/2015 9:00 5298
08/01/2015 10:00    5638
08/01/2015 11:00    5874
08/01/2015 12:00    3910
08/01/2015 13:00    5864
08/01/2015 14:00    5943
08/01/2015 15:00    5893
08/01/2015 16:00    5744
08/01/2015 17:00    5573
08/01/2015 18:00    5392
08/01/2015 19:00    5290
08/01/2015 20:00    5231
08/01/2015 21:00    5152
08/01/2015 22:00    5063
08/01/2015 23:00    4125
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