Smart factory platform for processing data obtained in continuous process

A smart factory platform that processes data from a continuous process including a plurality of continuously-performed processes that produce a finished product using raw materials, the smart factory platform comprising:

• a distributed parallel processing system including at least one processing unit that generates mapping data by mapping a process identification (ID) to collection data collected from the continuous process and sorts the mapping data to generate sorting data, the process ID being one of an equipment ID of equipment performing one of the plurality of continuously-performed processes where the collection data occurs and a material ID of a material processed through the equipment, the at least one processing unit comprising a material mapping performing unit mapping the material ID to the collection data and an equipment mapping performing unit mapping the equipment ID to the collection data, and the sorting data being generated to enable and perform association processing on pieces of the collection data collected from different ones of the continuously-performed processes;
• and
• a big data analysis system storing the sorting data with respect to the process ID and comprising a data processing unit (i) dividing the sorting data into load data and no-load data and (ii) respectively storing the load data and the no-load data in different tables, wherein
• the load data is data collected when the material is processed or data that changes over a range,
• the no-load data is data collected when the material is not processed or where data having a same value is continuously generated,
• the material ID is mapped to the load data, and
• the material ID is not mapped to the no-load data,
• wherein a specific process of the plurality of continuously-performed processes changes physical properties of an output product, and a subsequent process of the plurality of continuously-performed processes uses the output product having the changed physical properties as one of the raw materials, and
• the at least one processing unit further comprises a data sorting performing unit that calculates a measurement value at each of a plurality of reference points in the material and collection positions of the sorting data to generate reference data at each of the reference points for the association processing of the collection data collected from the specific process and the subsequent process at different periods.