FrostGuard / Predictive Maintenance
Cold Chain Operations Fleet Overview Dashboard
183 Online
Feb 27, 2026 14:32:08
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Monitored Units
186
Health Score
94.2%
Energy Today
4,817 kWh
Maintenance Due
12 units
Fleet Health Overview
Bubble size = energy consumption — color = health status
Healthy (90-100%)
Warning (75-89%)
Critical (<75%)
186 units
DANGER ZONE 75% 90% 60% 70% 80% 90% 100% Health Score 0 12 24 36 48 Age (months in service)
Compressor Current Draw
7-day overlay — 3 selected units (Amps)
7 days
FRZ-W1-004 (Healthy)
FRZ-R3-012 (Degrading)
FRZ-W2-019 (Critical)
2A 3.4A 4.8A 6.2A 7.6A 9A Mon Tue Wed Thu Fri Sat Sun Normal 4.2A 5.8A 5.5A
Defrost Cycle Duration
Average duration per unit (minutes) — last 7 days
8 units
0 12.5 25 37.5 50 Normal range 14 W1-004 12 W1-007 28 R3-012 16 W3-001 45 W2-019 15 R1-003 35 W2-008 18 R2-006 Unit ID — avg. defrost cycle (min)
Temperature Monitoring
Real-time internal temperatures — last 24h sparklines
6 units
FRZ-W1-004
-18.4°C target -18°C
Door opens: 8 Duty cycle: 62%
FRZ-R3-012
-16.1°C target -18°C
Door opens: 14 Duty cycle: 89%
FRZ-W2-019
-12.7°C target -18°C
Door opens: 23 Duty cycle: 98%
FRZ-W3-001
-22.1°C target -22°C
Door opens: 3 Duty cycle: 58%
FRZ-R1-003
-17.8°C target -18°C
Door opens: 11 Duty cycle: 65%
FRZ-W2-008
-16.9°C target -18°C
Door opens: 19 Duty cycle: 84%
Predictive Failure Analysis
AI-estimated failure probability — next 30 days
8 at-risk units
Unit ID Location Failure Probability Predicted Component Days Until Service Recommended Action
FRZ-W2-019 Rotterdam DC-3
93%
Compressor 2 days Emergency replacement — schedule overnight
FRZ-R3-012 Amsterdam Cold Hub
87%
Evaporator Fan 5 days Replace fan motor & check bearings
FRZ-W2-008 Rotterdam DC-3
81%
Door Seal 7 days Replace gasket — warm air ingress detected
FRZ-R2-006 Eindhoven W-7
64%
Thermostat 14 days Recalibrate sensor — 1.2°C offset drift
FRZ-W4-015 Utrecht Pharma DC
52%
Condenser Coil 18 days Deep clean condenser — airflow restricted
FRZ-W1-011 Den Haag Dist. Center
41%
Evaporator Fan 22 days Lubricate bearings — noise increase noted
FRZ-R1-003 Amsterdam Cold Hub
28%
Door Seal 30 days Schedule inspection during next service window
FRZ-W3-001 Eindhoven W-7
15%
Compressor 45 days Monitor — recently serviced, trending stable
Energy Consumption Breakdown
24-hour fleet energy by subsystem — total 4,817 kWh
Compressor
Evaporator Fans
Defrost Heaters
Controls/Other
24h
0 75 150 225 300 Hour of day — kWh per hour (fleet total)