The application relates to the technical field of intelligent manufacturing teaching and training equipment, and discloses a lean production training platform based on production
big data analysis, which comprises an entity
production line module, a multi-source heterogeneous
data acquisition system, an
edge computing and control hub and a lean production training terminal. The entity
production line module is used for simulating a production operation process in a real
discrete manufacturing environment. The multi-source heterogeneous
data acquisition system is distributedly arranged on the entity
production line module and is used for collecting multi-dimensional data in a production process in real time. Through cooperation of an industrial
sensor array, a
machine vision unit, an RFID (
Radio Frequency Identification) unit and a data aggregation terminal, multi-dimensional data such as equipment states, process parameters and material tracking are collected in real time,
millisecond-level
perception of whole-factor data such as people, machines, materials, methods and environments in the production process is realized, and the problems of single
data dimension and rough
perception granularity of a traditional training platform are fundamentally solved, so that a rich and accurate data basis is provided for lean analysis.