Grid Operations Dashboard
IntelligenceIQ continuous learning loop · United Power · Live
Active Initiatives
12
↑ +3 this week
Signals Detected
47
7 unreviewed
Tasks In Progress
28
↑ 82% on-track
Completed (90d)
8
↑ +34% accuracy
Grid Reliability
99.94%
↑ +0.12% MoM
🔄IntelligenceIQ v4.0 — Continuous Learning LoopHITL Active
✓
Detect
Signals
Signals
✓
Create
Initiatives
Initiatives
✓
Assign
Owners
Owners
⟳
Execute
Tasks
Tasks
5
Measure
Outcomes
Outcomes
6
Learn &
Improve
Improve
Current Stage
Task Execution — ActionIQ
28 / 45 tasks active
HITL Queue
3
Decisions awaiting validation
AI Model Accuracy
94.2%
↑ +8.3% via feedback loop
📋Initiative Pipeline12 active
📈Grid Reliability Index (90d)↑ improving
BEFORE IIQ
99.72%
CURRENT
99.94%
DELTA
+0.22%
🔔Active Grid Alerts2 Critical
Substation S-14 Anomalous Load Pattern Detected
TrendIQ detected 18% above-baseline load surge on feeder F-14A. Possible transformer stress. Initiative INI-042 created.
📡 AI Detection · 14 min ago · Confidence 91%
Solar Ramp-Down Forecast: Intermittency Risk 14:00–16:00
Weather model projects 60% cloud cover. Battery discharge strategy recommended. DecisionIQ plan pending approval.
☀️ Renewable Ops · 32 min ago · Confidence 84%
DER Enrollment Milestone: 1,200 New Prosumers This Quarter
DER management program exceeding targets. EffectivenessIQ loop flagged as best practice for model training.
🌐 DER Operations · 2 hr ago · Achievement
TrendIQ — Sense
Signal detection · Pattern analysis · Initiative creation · Owner assignment
🤖
TrendIQ AI Analysis · Running
Pattern correlation active · 47 signals analyzed
AI has detected 3 correlated signal clusters across grid reliability, solar intermittency, and substation load data. Recommended: promote S-14 anomaly and solar ramp-down signals to initiative status and merge into unified "Grid Stability — Summer Peak" initiative.
📡Live Signal Feed
7 New
Signal
Confidence
Impact
Source
Action
🎯Initiative Creation Panel12 active
🤖AI Initiative Owner RecommendationHITL Required
Initiative: Substation S-14 Load Anomaly Response
Suggested Owner
Confidence 89%
📧 Maria Chen — VP Grid Operations
Directly owns substation reliability KPIs
Led similar initiative INI-031 (S-11 incident)
Current workload: 2 active initiatives (capacity available)
Initiative: Solar Intermittency Response Plan
Suggested Owner
Confidence 82%
📧 James Park — Renewable Ops Lead
Owns solar generation & battery coordination
Handled 4 of last 5 intermittency responses
Available: no current high-priority initiatives
DecisionIQ — Decide
Initiative workspace · Task planning · AI task owner recommendation · Strategy approval
📌
INI-042 — Substation S-14 Load Anomaly Response
High Priority
HITL Pending
Owner: Maria Chen
Respond to anomalous load pattern on Feeder F-14A. Investigate transformer stress indicators, model demand forecast, and prepare load-shedding contingency if needed. Prevent unplanned outage during peak summer period.
Grid Reliability
Substation S-14
Feeder F-14A
Summer Peak
Impact Score
9.2
Tasks
5
Due
Mar 22
Status
Planning
📋Task Planning5 tasks
🤖AI Task Owner RecommendationAuto-suggest
🗂All Active Initiatives12 total
| Initiative | Owner | Impact | Tasks | Priority | Status | Actions |
|---|
ActionIQ — Act
Kanban execution · Workflow automation · AI optimization · Progress tracking
⚡
AI Execution Optimization — Substation S-14 Response
Recommended workflow
Based on similar incidents (INI-031, INI-028), AI recommends the following execution sequence to minimize outage risk:
1. Pull SCADA load data for F-14A (30 min) →
2. Run transformer thermal model (2 hr) →
3. Compare vs. historical baseline (45 min) →
4. Generate contingency switching plan →
5. Human approval gate before execution.
Similar: INI-031 (91% match)
Automation: SCADA pull available
Est. resolution: 4.5 hrs
Initiative Kanban Board
EffectivenessIQ — Learn
Outcome measurement · Before/after analysis · Human feedback · AI model recalibration
Decision Accuracy
+34%
vs. pre-IIQ baseline
Outage Events Avoided
−61%
false positive reduction
Analyst Review Time
−47%
per incident
Knowledge Labels
1,240
model training events
📊Before / After AnalysisINI-031 Complete
Grid Reliability — Substation S-11 Initiative
Before
99.71%
Grid Uptime
→
After
99.94%
Grid Uptime
Before
4.2 hrs
Mean Response Time
→
After
1.8 hrs
Mean Response Time
Before
214 MW
Solar Curtailment/mo
→
After
81 MW
Solar Curtailment/mo
🎯Initiative Performance Dashboard
| Initiative | Goal KPI | Actual KPI | Delta |
|---|
👤Human Feedback — Ground Truth LabelsHITL Input
Initiative
Outcome Assessment
Root Cause Insight
Strategy Adjustment for Next Time
🔄Continuous Learning LoopActive
📡
Detect
Signal
Clusters
Clusters
→
🎯
Decide
Reasoning
Trace
Trace
→
⚡
Act
Action
Log
Log
→
📊
Measure
KPI
Delta
Delta
↓
Recalibrate → Improve
Human labels feed back into TrendIQ signal detection and DecisionIQ confidence thresholds. System improves with every resolved initiative.
1,240
Labels
0
Model Drift
94.2%
Accuracy