Yes sir, the reply furnished above is proper. However, there has been many instances wherein such permission has been granted by the department so you too can apply and most probably shall get such permission, with specific conditions thereon such as submission of Bond etc.
There is no any specific format for making such application, however you can make a detailed application attaching ground plan copy, details of storage capacity, rent agreement of storage place etc. Application can be made only after the modern warehouse as suggested is complete and ready as there is no any provision that first you shall get permission and after that you shall construct a storage place.