05 · CONNECTED OPERATIONS
Operate the installed machine with its design intent still attached.
The conceptual operations agent combines IIoT signals, equipment limits, maintenance history, service knowledge and original project evidence to explain what is happening and recommend the next intervention.
91%ASSET HEALTH
LIVE ASSET
Protein line · installed unit DK-PL-028
Throughput11.8m³/h · nominal
Energy intensity8.4kWh/m³ · -3.2%
Availability98.7%30-day
Next service18 dcondition-based
PREDICTIVE REASONING
From anomaly to intervention
68%BEARING HEALTH
Vibration trend+14%7-day
Pattern remains below shutdown threshold but deviates from the commissioning baseline at comparable load.
RECOMMENDED ACTION
Inspect bearing during the next planned sanitation stop.
The pattern is consistent with an early mechanical degradation signal rather than process overload. ALVA compares current IIoT data with the original operating envelope and service history.
Evidence: vibration trend + motor load + commissioning baseline + last service report + equipment limit.
CLOSED LOOP
Operational truth improves the next bid
Actual performanceenergy · capacity · reliability
→
Lessons learneddesign rules · service patterns
→
Future proposalsbetter estimates · lower risk