Equipment:
--
Health
Failure Probability
--%
Est. RUL
-- hrs
Severity
--
Fault Stage
--
🤖 ML Anomaly
--%
Failure Mode --
Root Cause --
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⚡ ANOMALIES: No anomalies detected
🎛 Signal Override Manually inject sensor values — system classifies in real-time
🎯 Quick Fault Simulation:

🔌 Live Sensor Readings

📉 Parameter Trends

Last 120 ticks · 2 s/tick
⚡ Combined I/O — Key Parameters

📈 Fault Progression Timeline

Healthy
No fault detected
Incipient
Acoustic leads, no vibration
Developing
Acoustic + vibration confirmed
Advanced
All sensors alarming
Failed
Critical — shutdown required

📖 Active Rule Book

Rules that fired this cycle
No rules fired — system healthy

🗂 Failure Mode Reference

📊 Reliability Analysis

Reliability R(t)
--%
Probability of surviving to now
Failure Probability F(t)
--%
Cumulative failure likelihood
Stress Factor
1.0×
1.0 = nominal · >1.0 = accelerated wear
Adjusted Life Horizon
-- hrs
Expected life under current stress
Failure Probability F(t)  Reliability R(t) = 1 − F(t)
--%

💰 Budget Tracker & Cost Control

FY 2026
YTD Approved
--
YTD Actual
--
YTD Variance
--
% Consumed
--%
Budget Status
--
Within Budget
--
🛡 Failures Detected Early
0
💸 Unplanned Cost Avoided
₹0
🔧 Planned Repair Cost
₹0
📈 Net Savings
₹0
ROI
0%

🔧 Maintenance Control Centre

Active WO
None
WO Status
—
Corrective Done (YTD)
0
Total Expenditure (YTD)
₹0
PM Compliance
—
MTTR (avg)
— h
📅 PM Schedule — Equipment
#TaskFrequencyLast DoneNext DueStatus
📋 WO History Log
No work orders raised yet this session.

🔩 Spare Parts & Inventory Status

—
No active failure mode — all parts nominal

📤 Diagnostic Output (JSON)