The invention discloses an intelligent invoicing method based on deep learning, which comprises the following steps of after an operation task is manually inputted, automatically generating an alternative generation ticket list of electric system operation tickets or operation instruction tickets through an intelligent algorithm, and finally auditing, modifying and confirming that a ticket to be generated is to be converted into a formal ticket for use by an invoicing person; and after the billing is completed, using the intelligent algorithm to perform feedback, and brining the modified and confirmed tickets into a training sample and optimizing the parameters dynamically, so that the accuracy of ticket generation is continuously improved.