Process experts used TrendMiner to identify inlet and steam flow timeframes and help control steam loss in a two-part filtration process.
Creating an Anomaly Detection Model to Prevent Plant Shutdown
All industries (iuc), Chemicals (iuc), Inspirational Use Cases, MLHub (icu), Use Cases PDF Data Scientist, Plant Manager, Process Engineer Advanced Continuous Improvement, Cost Reduction, Downtime Reduction, Increase Yield, Machine Learning, Operational Performance, Predictive Maintenance, Quality Improvement, Waste Reduction Continuous, Machine Learning Chemical, Data Science - Cross-industry Chemicals, Data Science Use CaseLearn how you can use self-service analytics software to reduce downtime by setting up anomaly detection models.
Reducing Energy Usage Through Conveyor Belt Optimization
Inspirational Use Cases, Metals & Mining (iuc), Use Cases PDF Plant Manager, Process Engineer Beginner Asset, Asset Reliability, Cost Reduction, Net-Zero Operations, Sustainability Asset, Continuous Chemical, Energy, Food & Beverages, General, Metals & Mining, Pharmaceutical Energy, Metals & Mining Use CaseOptimize your conveyor belt performance with TrendMiner. Detect patterns and prevent downtime to increase efficiency and reduce maintenance costs.
Creating an Energy Management Dashboard for a Wastewater Treatment Plant
Inspirational Use Cases, Use Cases, Water & wastewater (iuc) PDF Plant Manager, Process Engineer Advanced, Intermediate Asset, Continuous Improvement, Cost Reduction, Downtime Reduction, Employee Efficiency, Net-Zero Operations, Operational Performance, Sustainability Asset Chemical, Energy, Utilities, Water & Wastewater Energy, Water & Wastewater Use CaseTake control of your energy consumption with our Energy Management Dashboard. Monitor, analyze, and optimize your energy usage in real-time.
Calculating the Steam Balance to Monitor & Alert Network Deviations
Energy, Inspirational Use Cases, Use Cases PDF Plant Manager, Process Engineer Advanced Asset, Continuous Improvement, Cost Reduction, Downtime Reduction, General Asset Chemical, Energy, Utilities Chemicals, Energy, Generic, Power Generation Use CaseBefore 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 of a Sulfur Recovery Unit
Inspirational Use Cases, Oil-and-gas (iuc), Use Cases PDF Data Scientist, Plant Manager, Process Engineer Advanced Asset, Asset Reliability, Continuous Improvement, Net-Zero Operations, Operational Performance, Predictive Maintenance, Quality Improvement, Sustainability Continuous Chemical, Energy, Oil & Gas, Utilities Chemicals, Oil & Gas, Power Generation Use CaseA drop in sulfur recovery could have environmental and regulatory effects, so engineers used TrendMiner to save this solution for the future.
Condition-Based Monitoring of Pygas Stripper in a Steam Cracker
Inspirational Use Cases, Oil-and-gas (iuc), Use Cases PDF Plant Manager, Process Engineer Advanced Asset, Continuous Improvement, General, Operational Performance, Predictive Maintenance, Quality Improvement Asset Chemical Generic, Oil & Gas Use CaseEngineers used TrendMiner to create condition-based monitoring of fouling in a Pygas stripper so they knew the right time to clean.
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.
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