Does the owner of a commercial vehicle need to pay tax even when the commercial vehicle is not plying on road?

An owner of a commercial vehicle has the option to apply for tax exemption for the period when his vehicle was off the road. For this, he must approach the transport department to understand the process as every state has a different process.