88%

Average Health

Mean health percentage for selected period

3.2

Average Velocity

mm/s - Mean velocity worst reading

0 6

65°C

Max Temperature

Maximum recorded temperature

45°C 70°C

6

Active Days

Days with valid data points

Health Trend Over Time

Daily average health percentage with 90% threshold reference

Healthy (>90%)

Warning (70-90%)

Critical (<70%)

Parameter Trends - Comparative Analysis

RMS Velocity (X, Y, Z Axes)

HF Acceleration

Temperature Trend

Crest Factor / Kurtosis

Condition-Based Monitoring Events

Warning and Critical parameter breaches within selected date range

All Status Warning Critical

All Parameters Velocity Temperature Acceleration

Asset Name	Parameter	Set Threshold	Actual Value	Status	Start Time	End Time	Duration (min)
Motor-A01	Velocity RMS	4.5 mm/s	5.2 mm/s	Critical	2025-10-29 14:10	2025-10-29 15:20	70
Motor-A01	Temperature	70 °C	68 °C	Warning	2025-10-29 16:00	2025-10-29 17:15	75
Motor-A01	HF Acceleration	0.6 g	0.72 g	Critical	2025-10-30 09:45	2025-10-30 11:20	95
Motor-A01	Crest Factor	3.5	3.8	Warning	2025-10-30 13:30	2025-10-30 14:45	75

Daily Velocity Summary

Average velocity by day with color-coded thresholds

< 3 mm/s

3-4.5 mm/s

> 4.5 mm/s

Advanced Analytics & Predictive Insights

AI Prediction

Failure Probability

23%

Next 30 days

Maintenance

Next Service

12

Days remaining

Trend

Degradation Rate

+2.3%

Per week

Frequency Spectrum Analysis

Bearing Fault Detection

Historical Performance Comparison

Year-over-Year Comparison

Performance Benchmarking

95%

Best Period

Q2 2024

72%

Worst Period

Q4 2023

87%

Average

Last 12 months

+5%

Improvement

vs Last Year

AI-Powered Maintenance Recommendations

Urgent: Bearing Replacement Required

High frequency vibration patterns indicate bearing wear. Schedule replacement within 5-7 days to prevent catastrophic failure.

Priority: High Confidence: 89% Cost Impact: $12,500

Recommended: Lubrication Service

Temperature trends suggest inadequate lubrication. Schedule re-lubrication within 2 weeks.

Priority: Medium Confidence: 76% Cost Impact: $850

Scheduled: Alignment Check

Slight vibration increase suggests potential misalignment. Include in next scheduled maintenance.

Priority: Low Confidence: 62% Cost Impact: $450

3

Critical Actions

7

Recommended Actions

$24.5K

Potential Savings

Automated Insights & Summary

Key Insight

Asset MOTOR-A01 operated in warning state for 12% of selected period. Velocity trend shows steady increase (+18%) while temperature remained within limit. Predictive models suggest bearing replacement needed within 5-7 days.

Health % Trend

Declining ↓

Velocity Trend

Rising ↑

Temperature

Stable →

Crest Factor

Rising ↑

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