Cloud Intelligent Prediction-based Production Automation System and Method for Smart Factory

摘要

The present invention relates to a production automation system, wherein the cloud intelligent prediction-based production automation system for a smart factory according to the present invention is measured through a plurality of sensors installed in factory facilities, but in some factors or some processes when the factory facilities are operated. A first measurement unit that measures against; A second measurement unit for virtually measuring the remaining factors or remaining processes not measured by the first measurement unit when the factory equipment is operated; A database unit that stores data measured by the first and second measurement units, and stores input data for the factory equipment having predetermined parameter values and output data corresponding thereto; An algorithm storage unit storing a plurality of algorithms; An algorithm selection unit for selecting at least one algorithm from among a plurality of algorithms stored in the algorithm storage unit, based on input data having initial parameter values for the factory equipment; An artificial intelligence model determination unit that determines an artificial intelligence model required for operation of the factory equipment based on the selected algorithm; A machine learning unit for driving machine learning of the artificial intelligence model based on the data stored in the data data unit; And a prediction unit that predicts a failure or abnormality when the factory equipment is operated based on the operation of the artificial intelligence model.