Manufacturing
Process Cooling Monitoring
Your process is only as reliable as its cooling. Monitor cooling towers, heat exchangers, and water loops to prevent thermal drift before it becomes a quality problem.
Thermal Intelligence at the Edge
Physics models calculate heat transfer effectiveness, fouling factors, and thermal capacity every second -- not every quarterly audit.
Approach Temperature Trending
Track the delta between cold water supply and wet-bulb temperature. Rising approach means fouled fill, scaled tubes, or degraded fan performance.
Fouling Detection
Heat exchanger effectiveness calculated in real time from inlet/outlet temps and flow rates. Fouling factor exceeds 0.0005? TwinEdge triggers a cleaning work order.
Thermal Capacity Monitoring
Compare actual cooling capacity (BTU/hr) against design capacity. Catch capacity degradation before process temperatures drift out of spec.
Process Drift Alerts
Correlate cooling system performance with product quality. When mold cooling water rises 2 degrees F, scrap rate spikes 15% -- TwinEdge catches this link automatically.
Full Cooling Loop Coverage
Critical For These Processes
Injection Molding
Mold temperature control within +/- 1 degree F. Cooling accounts for 80% of cycle time.
Metal Forming
Die cooling prevents thermal cracking. Quench water temperature directly affects metallurgical properties.
Food & Beverage
Product safety depends on rapid cooling. HACCP requires documented temperature records at every stage.
Chemical Processing
Exothermic reaction control. Inadequate cooling causes runaway reactions, off-spec product, or equipment damage.
Keep Your Process Cool, Literally
Prevent thermal drift from becoming a quality escape. See cooling system health in real time from the plant floor to the cloud.