Hands-On Industrial Internet of Things

Understanding Diagnostics, Maintenance, and Predictive Analytics

In the previous chapter, we implemented I-IoT platforms based on open source, Amazon Web Services (AWS), Original Equipment Manufacturer (OEM), Google Cloud Platform (GCP), and Azure. We also introduced some important topics, including storage, time-series, microservices, protocols, and data processing. Of these, the latter is without a doubt the most valuable topic. General Electric (GE) has monitored aircraft engines and power generation systems for 15 years and claims that just a 1% improvement in efficiency can add $276 billion in profit to major industries. To support these claims, we need to learn from our data and build a new generation of analytics. In the previous chapter, ...