time series data Tag

The Industrial Internet of Things (IIoT) is transforming modern manufacturing by enabling connected, data-driven processes that improve efficiency, reduce downtime, and enhance decision-making. Manufacturers increasingly rely on IIoT to optimize production, but proving its return on investment (ROI) remains a

The role of the data historian has changed a lot since the 1980s, and it’s time to rethink how it serves us. Industry 4.0 demands better integration between OT and IT systems, allowing teams to centralize data and extract real-time

Industrial maintenance…a headache? Yes. Thief of time? Absolutely. Reputation killer? It has its moments! These are the results of relying on a reactive approach to industrial maintenance. Reacting when equipment failures occur repeatedly without warning leads to operational downtime, production

Introduction In today’s fast-paced manufacturing world, the days of making important decisions based only on guessing are over. Companies are streamlining operations by adopting data-driven strategies and real-time information to maintain an advantage in an increasingly competitive environment. This change is

The industrial Internet of Things (IIoT) helps bind machines, sensors, and systems together. They form a network of intelligent devices working together to generate and share data. This approach to managing devices has revolutionized how industries manage, monitor, and maintain

A new technical paper is now available, offering critical insights for industries seeking to modernize their data historians and improve overall operational efficiency. This paper explores the evolving role of data historians in the era of Industry 4.0 and how

Have you ever wondered how industries using smart devices handle tons of unique data loading on their server?  High cardinality data allows for detailed tracking and monitoring of each sensor, machine, and device in real-time. Finding patterns and irregularities in this

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 reliable, sustainable, and efficient

The ability to efficiently manage and analyze time series data is crucial in many sectors and industries. This article explores the development of a hybrid architecture designed to optimize the handling of such data, particularly from IIoT sources. By integrating