Predictive Analytics
The Role of Predictive Maintenance in Achieving World-Class OEE with IIoT
Achieving world-class Overall Equipment Effectiveness (OEE) is a top priority for manufacturers, yet most facilities operate well below the 85% benchmark that separates leaders from laggards. Predictive maintenance powered by the Industrial Internet of Things (IIoT)…
Choosing the Right Communication Protocol for Industrial IoT
Choosing the right communication protocol is one of the most consequential decisions in any Industrial IoT deployment. The protocol you select determines latency, security posture, interoperability with legacy equipment, and ultimately whether your predictive maintenance or…
Scalable Real-Time Analytics with Shared Nothing Architecture & Multi-Model Databases
As industrial IoT deployments generate ever-larger volumes of time-series, event, and relational data, the choice of analytics architecture becomes a critical factor in whether organizations can extract actionable insights in real time or face costly bottlenecks.…
Optimizing Energy Efficiency in Manufacturing with Condition Monitoring
Energy costs represent one of the fastest-growing operational expenses in manufacturing, yet most facilities lack visibility into where energy waste actually occurs at the machine level. In this guide, IIoT World explores how condition monitoring, traditionally…
InfluxData at Hannover Messe 2025: Making Industrial Data Work for You
Hannover Messe 2025 is where manufacturers and industrial companies find practical solutions for real-world challenges. This year, InfluxData is bringing something different: an efficient, cost-effective way to handle industrial data in real time. Visit Hall 14, Booth H38, to…
Are data historians holding us back?
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…
Leveraging Augmented Reality (AR) and Virtual Reality (VR) for Remote Maintenance in Industrial IoT
Augmented reality (AR) is transforming how industrial organizations perform remote maintenance on critical equipment. By overlaying digital instructions, real-time sensor data, and expert guidance onto a technician's field of view, AR remote maintenance reduces mean time…
Scaling Industrial Data Solutions: Cognite’s Approach to Unlocking Value at Scale
As industries worldwide accelerate their digital transformation, the challenge of scaling data solutions effectively remains a critical hurdle. Cognite, a leader in industrial data software, is tackling this challenge head-on, helping enterprises move beyond pilot projects…
From Reactive to Predictive: How IIoT Is Transforming Maintenance Strategies
Unplanned downtime remains one of the costliest problems in manufacturing. IIoT World explores how organizations are shifting from reactive, break-fix maintenance to predictive strategies powered by connected sensors, edge analytics, and machine learning models. Industrial maintenance…a…
HiveMQ Pulse: Transforming Industrial IoT with Distributed Data Intelligence
A New Era of IoT Data Management As industrial enterprises accelerate their digital transformation, managing and leveraging real-time operational data remains a critical challenge. HiveMQ, a leader in enterprise MQTT solutions, has introduced HiveMQ Pulse, a next-generation distributed data intelligence platform designed to…
Moving from Reactive to Predictive: How IoT-Enabled Maintenance Drives Efficiency and Cost Savings
IIoT World analyzed predictive maintenance deployments across manufacturing, chemical processing, and power generation to quantify the real-world cost savings. Research from McKinsey demonstrates that manufacturers can reduce overall maintenance costs by 18 to 25% and cut…
Predictive Maintenance Meets OEE: A Roadmap to Smarter Manufacturing
Combining predictive maintenance (PdM) with Overall Equipment Effectiveness (OEE) gives manufacturers a powerful, data-driven roadmap for eliminating unplanned downtime while maximizing asset utilization. In this article, IIoT World walks through the practical steps for integrating condition-monitoring…