A drop in sulfur recovery could have environmental and regulatory effects, so engineers used TrendMiner to save this solution for the future.
Developing Energy Balance Models for Condition-Based Monitoring
Chemicals (iuc), Inspirational Use Cases, Use Cases PDF Plant Manager, Process Engineer Advanced Continuous Improvement, Net-Zero Operations, Operational Performance, Predictive Maintenance, Quality Improvement, Sustainability Continuous Chemical, Oil & Gas Chemicals, Energy, Oil & Gas Use CaseThis petrochemical plant used TrendMiner to create energy balance models and determine when 17 bar steam consumption was excessive.
Preventing Emergency Shutdown in a Low- Density Polyethylene Reactor
Chemicals (iuc), Inspirational Use Cases, Use Cases PDF Plant Manager, Process Engineer Beginner Asset, Continuous, Continuous Improvement, Downtime Reduction, Operational Performance Continuous Chemical, General Chemicals, Generic Use CaseWhen a low-density polyethylene reactor suddenly shutdown after maintenance, engineers used TrendMiner to determine it was human error.
Finding the Right Time to Clean Aeration Elements
Inspirational Use Cases, Use Cases, Water & wastewater (iuc) PDF Data Scientist, Plant Manager, Process Engineer Beginner Asset, Continuous, Downtime Reduction, General, Net-Zero Operations, Operational Performance, Predictive Maintenance, Quality Improvement, Sustainability Asset, Continuous Water & Wastewater Water & Wastewater Use CaseEngineers used TrendMiner to learn when to clean the aeration elements used in biological wastewater treatment despite a high variance of variables.
Engineers at this wastewater treatment plant learned using TrendMiner why its pH levels were higher after a partial pipe replacement project.
When an oil company needed to figure out the flow rate from a well, it used TrendMiner monitoring to keep the wells operational and prevent sudden shutdowns.
Engineers used TrendMiner to find the root cause of waste gas emission spikes quickly, which improved safety and helped the company achieve net-zero operations.
When a plant suffered from coking problems and shutdowns as its product cooled, engineers used TrendMiner to determine how to keep the factory operational.
A starch manufacturer requires a coagulator to operate continuously, so engineers used TrendMiner to find out why one was failing more frequently.
This plant lost 25% of the particles that dropped through its prill tower until engineers discovered while using TrendMiner that cooler temperatures made a better product.
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- Achieve Better Operational Storytelling with a Connected Factory8 April 2024 - 15:44
- New Event Analytics Capabilities, Custom Calculations, and Better Operational Agility – Welcome to TrendMiner 2024.R11 April 2024 - 17:43
- Navigating the IT/OT Convergence in Pursuit of a Smart Factory12 March 2024 - 10:11