calculating-the-steam-balance

Before starting a root cause analysis to set up new monitors and alerts, engineers used TrendMiner to calculate steam balance.

Creating Contextual Prescriptions from the Root Cause Analysis

A drop in sulfur recovery could have environmental and regulatory effects, so engineers used TrendMiner to save this solution for the future.

Engineers used TrendMiner to create condition-based monitoring of fouling in a Pygas stripper so they knew the right time to clean.

Energy Balance Models

This petrochemical plant used TrendMiner to create energy balance models and determine when 17 bar steam consumption was excessive.

When a low-density polyethylene reactor suddenly shutdown after maintenance, engineers used TrendMiner to determine it was human error.

Engineers used TrendMiner to learn when to clean the aeration elements used in biological wastewater treatment despite a high variance of variables.

Reducing-Pump-Shutdowns

Because pumps are such a critical part of the water treatment process, engineers needed a better way to know which pumps were online and which had failed.

Engineers at this wastewater treatment plant learned using TrendMiner why its pH levels were higher after a partial pipe replacement project.