Sentence examples for industrial analytics from inspiring English sources

The qualitative results in this research include a set of empirically derived requirements (RQ1) elicited through industry collaboration, and a big data pipeline architecture (RQ2) for industrial analytics applications focused on equipment maintenance.

Fig. 5 Simulation of industrial analytics in the data pipeline.

This paper presents a big data pipeline for industrial analytics applications focused on equipment maintenance.

Figure 5 illustrates how industrial analytics applications consume data from the pipeline.

Purpose The purpose of the data access stage is to provide a consistent and open interface for industrial analytics applications focused on equipment maintenance to consume data.

Therefore, it was only necessary for data in the pipeline to flow outwards to serve industrial analytics applications (i.e. one-way).

IMS is a leading research initiative comprised of university and industry partners, which employs industrial big data analytics, real-time smart systems and continuous health monitoring, to create intelligent, self-aware and self-learning systems that can achieve near-zero breakdown [21].

This paper focuses on existing trends in the development of industrial big data analytics and CPS.

Given the importance of machine uptime and availability in smart manufacturing, this research centres on the application of data-driven analytics to industrial equipment maintenance.

We're essentially closing the feedback loop between the employee in the industrial environment and the analytics and data that's stored in the cloud," she said.

Deepsense, Augury, n-Join and Imubit all provide BI and predictive analytics for industrial robots and IoT, while companies like InTalTech provide their docking stations.