The Cost of Bad Data: Why Time Series Integrity Matters More Than You Think
· Connected Industry

The Cost of Bad Data: Why Time Series Integrity Matters More Than You Think

Data plays a critical role in shaping operational decisions. From sensor streams in factories to API response times in cloud environments, organizations rely on time-stamped metrics to understand what’s happening and determine what to do next. But when that data is inaccurate or incomplete, systems make the wrong call. Teams waste time chasing false alerts, […]

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From Historical Data to Real-Time Action: Unlocking Industrial Intelligence
· Predictive Maintenance

From Historical Data to Real-Time Action: Unlocking Industrial Intelligence

Learn how integrating a time series database with your historian helps industrial teams detect issues faster, act in real-time, and build predictive strategies that reduce downtime.Modern industrial systems continuously generate time-stamped data from sensors, PLCs, SCADA systems, and other connected devices. Known as time series data, this information reflects how conditions change over time, tracking […]

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From Data to Insights: Turning Industrial Data into Actionable Intelligence
· Process Manufacturing

From Data to Insights: Turning Industrial Data into Actionable Intelligence

Modern industrial operations are redefining their relationship with data. No longer just a historical record, data now shapes real-time decisions and future outcomes. Systems across the factory floor continuously collect temperature, vibration, and motor speed readings through PLCs, IoT devices,  and SCADA platforms.But collecting data isn’t enough. The value lies in making it actionable—surfacing insights […]

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How Open Data Standards Power Industrial Process Optimization
· Process Manufacturing

How Open Data Standards Power Industrial Process Optimization

Data is more than a byproduct in today’s industrial landscape—it’s the backbone of smart operations.  From sensors and Programmable Logic Controllers (PLCs) to building management systems (BMS) and cloud platforms, manufacturers generate an enormous amount of data every second. But data alone doesn’t drive performance. The real value lies in how that data is structured, […]

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InfluxDB 3: Turning Industrial Data into Real-Time Action with Less Complexity
· Process Manufacturing

InfluxDB 3: Turning Industrial Data into Real-Time Action with Less Complexity

For manufacturers, utilities, and other industrial operators, time series data—information captured over time from machines, sensors, and control systems—is the backbone of modern operations. But as data volumes grow, many organizations are still struggling to keep up: storing the data is easy; using it effectively, in real time, is not.InfluxData’s release of InfluxDB 3 Core and […]

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The Role of Predictive Maintenance in Achieving World-Class OEE with IIoT
· Machine Learning

The Role of Predictive Maintenance in Achieving World-Class OEE with IIoT

OEE (overall equipment effectiveness) is a productivity and performance metric that helps find new inefficiencies and unlock the full potential of manufacturing. OEE helps manufacturers understand how well a machine, a manufacturing process, or a line is running, as well as its yield and efficiency. By improving OEE scores, organizations can optimize productivity, improve efficiency […]

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