Executive Dashboard
Frankfurt FRA-1 — Operational Overview
Live telemetry · 4,820 sensors streaming · last refresh 2s ago
Site Optimization Scenarios
· 3 scenarios · click to focus · checkbox to compare| Scenario | Primary | Secondary | Total Savings | Energy Cost | Latency | Carbon | Renewable | SLA | Reliability | Grid | Opt. Score | Tradeoff | AI Conf. | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Baseline Scenario Live system · no optimization | — | — | — | $84K — 0.0% | 38ms — 0.0% | 312g — 0.0% | 47% — 0.0pp | 99.62% — 0.0pp | 100 — 0.0% | +0% — 0.0% | 5.0 | 8.0 | 100% | Live | |
Carbon-first APAC Weight 40% | carbon emissions | renewable usage | +$4.0K/d | $80K ↓ 4.8% | 38ms ↑ 12.2% | 213g ↓ 31.6% | 67% ↑ 19.6pp | 99.62% — 0.0pp | 99 ↓ 1.0% | +6% ↑ 6.2% | 7.7 | 8.0 | 80% | Active | |
Latency-protective AI Weight 50% | latency | AI compute eff. | +$0.0K/d | $84K ↑ 4.5% | 31ms ↓ 18.0% | 315g ↑ 1.0% | 47% — 0.0pp | 99.73% ↑ 0.1pp | 106 ↑ 5.5% | +2% ↑ 1.5% | 5.8 | 8.0 | 86% | Saved |
Scenario Strategies
· 3 scenarios| Scenario | Target functions | Relevant strategies | Count | Sites | Systems | Details |
|---|---|---|---|---|---|---|
Baseline Scenario Live system | No optimization · pre-system state | Historical baseline — no strategies running | 0 | — | — | — |
Carbon-first APAC Weight 40% | PMinimize carbon emissionsSMaximize renewable usage · 40% | 5 | 1 | 39 | ||
Latency-protective AI Weight 50% | PMinimize latencySMaximize AI compute eff. · 50% | 5 | 1 | 35 |
Selected
Carbon-first A…
Optimization scenario
Energy Savings
$4.0K
/day
▼ 4.8%
Sustainability
32%
CO₂↓
▲ 19.6pp
Performance
38ms
▲ 12.2%
Risk Impact
Higher
▼ 1.0%
Opt. Score
7.7/10
optimization score
Total Facility Load
31.4
MW
of 48 MW capacity▲ 0.4 MW
IT Load
23.1
MW
73.5% of total
Cooling Load
6.8
MW
21.6% of total
PUE (live)
1.28
Target 1.20▼ 0.03
Carbon Intensity
312
g/kWh
EU grid avg 298
Renewables
47%
Solar + wind on grid
Energy Cost Today
$84.2K
Forecast $112K by EOD
Peak Demand Risk
Medium
Peak window 17–20
Available Headroom
16.6
MW
34.6% reserve
SLA Risk
Low
0 active SLA breaches
Optimization Savings
$12.5K
/day
6 active actions▲ 18%
GPU Cluster Power
3.84
MW
92% util · 2,140 GPUs
Facility Load & Forecast
Live IT, cooling, total load — next-hour predicted band
Energy Mix (24h kWh by subsystem)
Total Cost
$2.6K
- IT Servers18,420
- GPU AI Compute12,840
- Cooling6,780
- Storage2,240
- UPS / Losses1,180
- Lighting / Aux420
Electricity Price & Carbon (next 24h)
Top Optimization Actions
AI-prioritized · approve to execute
- Discharge BESS-1 at 17:00–19:00 peak windowOPT-201 · peak-shaving+$4,180/d9,200 kWh · 2,870 kg CO₂
Predicted demand peak of 33.8 MW collides with peak tariff. Discharge 4.5 MWh from BESS-1 to cap demand at 31 MW.
● Risk lowSLA impact: none - Raise cold-aisle setpoint Hall A from 22°C → 24°COPT-198 · cooling+$1,620/d3,600 kWh · 1,124 kg CO₂
Inlet thermal margin of 5.3°C across all racks. ASHRAE A1 recommended envelope still respected.
● Risk lowSLA impact: none - Shift 3 flexible training jobs to 02:00–05:00OPT-195 · workload+$3,240/d11,800 kWh · 4,560 kg CO₂
GPU jobs J-441, J-447, J-452 marked flexible. Off-peak energy 38% cheaper, carbon intensity 41% lower.
● Risk mediumSLA impact: low
Active Alarms
Site FRA-1 · last 24h
| Time | Severity | Asset | Message | ID | Status |
|---|---|---|---|---|---|
| 10:24:18 | Critical | CRAH-3B | Supply temp 24.8°C above setpoint | A-1042 | |
| 10:18:02 | Warning | UPS-2 | Battery autonomy below 8 min | A-1041 | |
| 10:14:47 | Critical | Transformer T-1 | Winding temp 92°C — approaching trip threshold | A-1040 | |
| 10:11:55 | Warning | Hall-B Row 7 | Inlet temp hotspot detected (29.4°C) | A-1039 | ACK |
| 10:05:22 | Warning | GPU-Cluster-A | Power draw spike 4.1 MW (limit 3.9 MW) | A-1038 | |
| 09:58:31 | Info | BESS-1 | Discharge schedule armed for 17:00 | A-1037 | ACK |
| 09:50:12 | Warning | CRAC-1A | Filter ΔP elevated — service recommended | A-1036 | |
| 09:42:10 | Critical | PDU-11 | Phase imbalance > 12% | A-1035 | |
| 09:35:47 | Info | Solar Array | PV output curtailed by 220 kW (grid limit) | A-1034 | ACK |
| 09:28:19 | Warning | Switchgear SG-2 | Breaker BR-12 cycle count threshold reached | A-1033 |