TrendMiner

A compressor trips. Production stops. The post-mortem shows the warning signs were there weeks earlier, in the KPI trends, in a recurring event pattern, in suction pressure behavior that matched three previous failures. The €1M production loss was not inevitable. It just wasn't caught.

On July 1, Pablo Sanchez walks through a real refinery compressor dataset to show how to change that. He'll cover tracking performance and reliability KPIs over time, visualizing compressor events and uncovering the correlations behind recurring failures, identifying similar operating patterns across historical trips, and developing prescriptive troubleshooting recommendations from past failures. The session closes with predictive monitors, dashboards, and alerts you can deploy on your own assets.

Register at the link to join or receive the recording. July 1 at 16:00 CEST / 09:00 ET.

https://bit.ly/4ewrUjx

Have you ever found that the warning signs for a compressor trip were in the data weeks before it happened, but nobody had the analysis in place to catch them?

TrendLab 2026 is coming to Eindhoven this September.

Two days at The Next Nature Museum (Evoluon), built specifically for process experts and TrendMiner users.
Day 1 is role-based training. Pick the track that fits: basic, advanced, project manager, or admin. Day 2 is peer-led use cases, with presentations from companies working through the same operational challenges you face.

You'll also get a first look at what's coming in the product roadmap, plus direct access to the TrendMiner team.

Early bird pricing (25% off) runs until June 30. Standard two-day tickets start at €449.

Register: https://bit.ly/3RKd14l

We're proud to share that our Solutions Engineer Aline Hüser will be speaking at SmartWorX 2026 next week.

SmartWorX brings together engineers, operators, and technology leaders from across the manufacturing world. Exactly the kind of audience that knows what it takes to move the needle on plant performance.

Aline will be sharing how process manufacturers are putting industrial analytics to work, not as a reporting layer, but as something process experts actually reach for when they need answers.

If you're attending in Amsterdam on June 18-19, stop by and say hello.
https://hubs.la/Q04lGVb_0

How long does it take for a fouled heat exchanger to cost €500K? Longer than it looks on any single shift report, and usually shorter than most fixed maintenance intervals catch.

In a preheat train, fouling builds gradually. The U Coefficient drifts, heat transfer degrades, and fuel consumption climbs while operations continue normally. Next week, Pablo Sanchez walks through a real preheat train dataset to track that drift and catch it in time: U Coefficient monitoring with Tag Builder, Event Analytics for cleaning cycle detection and performance comparison, scatter plot analysis for economic evaluation of the optimal cleaning window, and automated UCL/LCL control limits that remove the dependency on periodic manual review.

June 24 at 16:00 CEST / 09:00 ET. Register at the link to join or receive the recording.

https://bit.ly/4vGdjIj

What metric do you rely on most to judge whether a HEX cleaning is due?

TrendMiner is a G2 Regional Leader in EMEA for Time Series Intelligence, Summer 2026. This one belongs to our users.
Every badge on G2 starts with a customer taking the time to write a review. That's the only reason this recognition exists. Thank you.

https://bit.ly/4u8ypO7