Product Introduction

Huashu Jinming big data analysis system can store the real-time data of industrial site intelligent terminals (e.g. SCADA/DCS, intelligent device, PLC,AGV, industrial robot,intelligent instrument,etc.) and MES, ERP, PLM, WMS, IQA/OQC, QMS, factory energy, simulation, CRM, SRM and other system operating data to local data center or cloud via Kafka, Spark streaming, Sqoop, Oozie. It helps enterprises to quickly build big data analysis processing platform and to realize efficient and safe storage of data.

It can clean the collected massive discrete data to get valuable data via MapReduce,Pig,Hive,Spark and other big data processing engines. It can build up the data algorithm mining models via the dimension of  design, process, equipment, environment, materials, testing, employee quality and management, etc., meanwhile it can perform mathematical statistics and data mining by using of the analysis and mining tools such as Pyspark-MLlib, MATLAB, and SPARKR,etc. The knowledge rules contained in the data are excavated and stored in the expert knowledge base, and the expert system is built for multi-dimensional production guidance, online product yield sorting, real-time adjustment and optimization of process parameters, and timely diagnosis of equipment maintenance.