The present invention provides a Big Data creates intelligent plant factory robots AGV-based unmanned systems. Such big data to create intelligent AGV-based unmanned plant factory robot system according to the present invention is that most of the processes needed for plant growth in an unattended clean room and out of people banned in progress, some processes limited in the work room, the worker is located minimized by providing a plant cultivation room structure to perform management personnel to also ensure the possible mass production of clean agricultural products, while the plant cultivation robot module that includes a mobile robot repeats the movement and rectification (停留) inside the plant cultivation room rectified perform a process required for plant growth by the functional stand modules placed on branches by Unlike traditional plant factory, and to minimize the various apparatus configurations of the culture system, the plant growth information in the plant cultivation robot module detected by the own sensing the behavior of the robot module plant cultivation as DB angry with Big data The intelligent automatic control being accurate, there are plants grown in accordance with what precision plant cultivation conditions can be precisely performed, and that plan is to maximize the agricultural productivity improvements in plant factory operating efficiency, it has grown by custom Plants grown robotic modules elaborated it is possible to be carried out so that agricultural production is based on the diverse needs of consumers and distributed.