BHAGWANPUR railway station's abbreviated code is BNR. There are approximately 25 trains which depart or passes through BHAGWANPUR. Below you will see the list of trains with their arrival and departure timing from BHAGWANPUR.
| Train Number | Train Name | Run On | Classes | Schedule Arrival | Schedule Departure |
| 11061 | LTT DBG EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 3A | 2A | SL | 21:14 | 21:16 |
| 11062 | DBG LTT EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | 3A | SL | 16:17 | 16:19 |
| 11123 | GWL BJU MAIL | MON | TUE | WED | THU | FRI | SAT | SUN | SL | 2A | 3A | 22:17 | 22:19 |
| 11124 | GWL BJU MAIL | MON | TUE | WED | THU | FRI | SAT | SUN | 3A | 2A | SL | 09:11 | 09:13 |
| 14005 | LICHCHIVI EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | 3A | SL | 05:32 | 05:34 |
| 14006 | LICHCHIVI EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | SL | 2A | 16:12 | 16:14 |
| 13019 | BAGH EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | SL | 3A | 10:37 | 10:39 |
| 13020 | BAGH EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | 3A | SL | 19:13 | 19:15 |
| 75211 | SPJ SEE DEMU | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 22:04 | 22:05 |
| 75212 | SEE SPJ DEMU | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 03:57 | 03:58 |
| 15028 | MAURYA EXPRESS | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | 3A | SL | 13:15 | 13:17 |
| 55022 | SV SPJ PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 08:40 | 08:41 |
| 55216 | PPTA MFP PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 19:45 | 19:46 |
| 15027 | MAURYA EXP | MON | TUE | WED | THU | FRI | SAT | SUN | 3A | SL | 2A | 09:12 | 09:14 |
| 63265 | MFP PPTA MEMU | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 16:03 | 16:05 |
| 55215 | MFP PPTA PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 08:47 | 08:48 |
| 18181 | TATA CPR EXP | MON | TUE | WED | THU | FRI | SAT | SUN | 2A | SL | 3A | 13:43 | 13:45 |
| 63266 | PPTA MFP MEMU | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 12:37 | 12:38 |
| 55218 | PPTA MFP PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 12:35 | 12:36 |
| 55217 | MFP PPTA PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 15:47 | 15:48 |
| 18182 | CPR TATA EXP | MON | TUE | WED | THU | FRI | SAT | SUN | SL | 3A | 2A | 14:45 | 14:47 |
| 15201 | PPTA RXL NKE INTERCITY | MON | TUE | WED | THU | FRI | SAT | 18:15 | 18:17 | |
| 15202 | RXL NKE PPTA INTERCITY | MON | TUE | WED | THU | FRI | SAT | CC | 09:32 | 09:34 |
| 55021 | SPJ SV PASSENGER | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 18:45 | 18:46 |
| 63267 | MFP PPTA MEMU | MON | TUE | WED | THU | FRI | SAT | SUN | [] | 08:32 | 08:33 |