PREDICTIVE MAINTENANCE FOR INDUSTRIAL PRODUCTS USING BIG DATA

摘要

A cloud-based predictive maintenance service collects industrial data from multiple industrial customers for storage and analysis on a cloud platform. The service analyzes data gathered from multiple customers across different industries to identify operational trends as a function of industry type, application type, equipment in use, device configurations, and other such variables. Based on results of the analysis, the predictive maintenance service predicts anticipated device failures or system inefficiencies for individual customers. Notification services alert the customers of impending failures or inefficiencies before the issues become critical. The cloud-based notification services also notify appropriate technical support entities to facilitate proactive maintenance and device management.

主权项

1. A system for performing predictive analysis on industrial data, comprising:
a memory that stores computer-executable components; a processor, operatively coupled to the memory, that executes computer-executable components, the computer-executable components comprising:
a device interface component configured to collect industrial data from a set of devices comprising an industrial control system and store the industrial data on a cloud platform; anda predictive analysis component configured to predict a performance problem of the industrial control system based on analysis of the industrial data.