A control system for monitoring location of a ladle in a metallurgical facility, wherein the ladle carries molten metal from the first processing unit to the second processing unit (107,1 109) via a transport means comprising one or more transfer cars (105, 116) and one or more cranes (112, 113) for transporting the ladle (102, 110) from a first processing unit to a second processing unit (107, 109), the control system comprising: an imaging unit for capturing one or more images of the ladle (102, 110), wherein a track is provided for each transfer car (105, 116)and the imaging unit is positioned adjacent to the track, proximate to the first processing unit, wherein the transfer car (105, 116) is configured to transport the ladle (102, 110) from a first end of the track proximate to the first processing unit, to a second end of the track; a process control unit configured to: receive the one or more images of the ladle (102, 110) from the imaging unit; determine an identity of the ladle (102, 110) using the one or more images captured; associate the identity of the ladle (102, 110) with an identity of the transfer car, wherein the identity of the transfer car (105, 116) is determined based on the imaging unit; receive sensor data related to position of the transfer car (105, 116) periodically from first set of sensors provided in the transfer car for monitoring the location of the ladle (102, 110) during transportation of the ladle (102, 110) from the first end of the track to the second end of the track, wherein a crane (112, 113) among the one or more cranes is operated to transport the ladle (102, 110) from the second end of the track to the second processing unit (107, 109); detect a transfer of the ladle (102, 110) from the transfer car (105, 116) to the crane (112, 113) based on sensor data related to a loading arm of the crane (112, 113) received from the second set of sensors provided in the crane (112, 113); and receive the position of the crane (112, 113) periodically from the second set of sensors in the cranes (112, 113) to monitor the location of the ladle (102, 110) in the metallurgical facility. an imaging unit for capturing one or more images of the ladle (102, 110), wherein a track is provided for each transfer car (105, 116)and the imaging unit is positioned adjacent to the track, proximate to the first processing unit, wherein the transfer car (105, 116) is configured to transport the ladle (102, 110) from a first end of the track proximate to the first processing unit, to a second end of the track; a process control unit configured to: receive the one or more images of the ladle (102, 110) from the imaging unit; determine an identity of the ladle (102, 110) using the one or more images captured; associate the identity of the ladle (102, 110) with an identity of the transfer car, wherein the identity of the transfer car (105, 116) is determined based on the imaging unit; receive sensor data related to position of the transfer car (105, 116) periodically from first set of sensors provided in the transfer car for monitoring the location of the ladle (102, 110) during transportation of the ladle (102, 110) from the first end of the track to the second end of the track, wherein a crane (112, 113) among the one or more cranes is operated to transport the ladle (102, 110) from the second end of the track to the second processing unit (107, 109); detect a transfer of the ladle (102, 110) from the transfer car (105, 116) to the crane (112, 113) based on sensor data related to a loading arm of the crane (112, 113) received from the second set of sensors provided in the crane (112, 113); and receive the position of the crane (112, 113) periodically from the second set of sensors in the cranes (112, 113) to monitor the location of the ladle (102, 110) in the metallurgical facility. receive the one or more images of the ladle (102, 110) from the imaging unit; determine an identity of the ladle (102, 110) using the one or more images captured; associate the identity of the ladle (102, 110) with an identity of the transfer car, wherein the identity of the transfer car (105, 116) is determined based on the imaging unit; receive sensor data related to position of the transfer car (105, 116) periodically from first set of sensors provided in the transfer car for monitoring the location of the ladle (102, 110) during transportation of the ladle (102, 110) from the first end of the track to the second end of the track, wherein a crane (112, 113) among the one or more cranes is operated to transport the ladle (102, 110) from the second end of the track to the second processing unit (107, 109); detect a transfer of the ladle (102, 110) from the transfer car (105, 116) to the crane (112, 113) based on sensor data related to a loading arm of the crane (112, 113) received from the second set of sensors provided in the crane (112, 113); and receive the position of the crane (112, 113) periodically from the second set of sensors in the cranes (112, 113) to monitor the location of the ladle (102, 110) in the metallurgical facility.