Many industrial AI projects demonstrate promising results in controlled pilot environments but never transition to full-scale production , a phenomenon widely known as POC purgatory. In this article, IIoT World explores the root causes behind stalled…
The industrial Internet of Things (IIoT) helps bind machines, sensors, and systems together. This IIoT World article, sponsored by InfluxData, examines how time series databases support predictive maintenance in industrial IoT environments. They form a network…
The smart grid transformed modern energy management by integrating digital technology into traditional power grids. It enhances real-time monitoring, control, and optimizes energy distribution and consumption. This change is crucial for meeting the growing need for…
Predictive analytics are revolutionizing how Industrial IoT (IIoT) businesses manage and maintain their equipment. Predictive maintenance, a key application of predictive analytics, is pivotal in preempting failures and enhancing operational efficiency. By leveraging advanced data pipelines…
With the arrival of Industry 4.0 and the Industrial Internet of Things (IIoT), a digital transformation is currently underway. The manufacturing industry is beginning to use industrial analytics driven by real-time production data, not only to…
A large manufacturer with assembly and sub-assemblies mass produces automotive parts and components. A plant of this magnitude requires equipment, such as motors, pumps, compressors, fans, vibratory feeders, and other machines. The manufacturer had incurred significant…
Digital manufacturing is forecasted to bring out massive changes to the industrial world. Today, regardless of the maturity level of digitization projects in each company, the main motivation is staying competitive, boosting revenues, and enhancing profits,…
For the last fourteen years, LNS Research and its predecessors published bi-annual research in partnership with MESA Manufacturing on the use of data in manufacturing. Until 2018, the research was titled, “Metrics That Matter.” Starting with…
Machine learning enables organizations to harvest a higher volume of insights from both structured and unstructured data than they could otherwise accomplish with traditional business intelligence solutions. 1. A New Dimension in Predictive Analytics In today’s…
We live in an era where smart things from being a luxury have now turned into a necessity for everyone. Products with smart access and wireless connectivity are more common than they were five years ago.…
New business opportunities for IIoT Today, manufacturers around the world are seeking new ways to meet market needs, improve products, optimize operations, increase revenues, and reduce costs and risk. Automation, digitalization, and the adoption of IIoT…
The number of possible applications of IIoT grows every day, and this trend isn’t likely to change anytime soon. The latest numbers estimate that the combined IoT markets will reach a staggering $520B by 2021. An…