Atlas Edge
Exploratory Data Analysis Using Spectral Methods
See what your existing SCADA and historians can't show you â without touching a single control loop.
Atlas Edge is a read-only analytics layer that sits alongside your existing systems. Minimal configuration. No control signals. No warranty risk.
Atlas Edge is an exploratory diagnostics layer, not an EMS â it analyzes your fleet and leaves control to your existing systems.
See the dashboard with simulated fleet data
Advanced Diagnostics. Zero Risk.
Atlas Edge provides deep spectral analysis of your energy assets by reading existing data streams â never writing to PLCs, never issuing setpoints, never touching control loops.
The Problem
Warranty Lock-In
Touching OEM control loops voids multi-million dollar warranties. Most 'smart grid' solutions are non-starters.
Tag Mapping Hell
Traditional analytics require mapping thousands of SCADA tags per site. Months of configuration work.
Blind Spots
Your historian shows you what happened. You need to see what's about to happen.
Hidden Degradation
Equipment fails in ways that don't show up in threshold alarms until it's too late.
Fleet Interactions
Individual asset monitoring misses fleet-wide patterns and cross-asset dynamics.
Data Overload
Operators drown in dashboards. Signal gets lost in noise. Alerts fatigue sets in.
You need advanced analytics. But you can't touch the control systems.
Atlas Edge is built for exactly this constraint.
How Atlas Edge Works
Passive observation. Deep analysis. Actionable intelligence.
Passive Data Ingestion
Connect to your existing historian, SCADA mirror, or data lake. Read-only access only. We subscribe to your data streams without any write permissions. Minimal tag mapping â our spectral engine auto-discovers asset signatures from your existing data.
Spectral Decomposition
Every data stream is transformed into spectral phase-space. This reveals hidden dynamics, oscillation modes, and degradation signatures invisible to threshold-based monitoring.
Fleet Coherence Analysis
See how your assets interact as a system. Identify which units are drifting, which are synchronized, and where hidden feedback loops are developing â across your entire fleet in real-time.
Advisory Intelligence
Atlas Edge provides recommendations, not commands. Your operators see what we see. They decide what to do. Human-in-the-loop, always.
What Atlas Edge Delivers
Deep insights from your existing data â no control system modifications required.
Predictive Health Analytics
- âBattery degradation forecasting (spectral drift detection)
- âTurbine bearing health scoring
- âInverter efficiency decay tracking
- âRemaining useful life estimates
- âMaintenance window recommendations
Fleet Intelligence
- âCross-asset coherence mapping
- âOscillation mode identification
- âHidden feedback loop detection
- âFleet-wide performance benchmarking
- âComparative asset analytics
Advanced Anomaly Detection
- âSpectral signature deviation alerts
- âSub-threshold anomaly detection
- âPattern-based early warning
- âContextual alert prioritization
Advisory Reporting
- âDaily fleet health summaries
- âMaintenance prioritization recommendations
- âPerformance optimization suggestions
- âExecutive dashboards and exports
Supported Asset Types
Spectral analytics for all major generation and storage technologies:
Use Cases
Battery Fleet Monitoring
Track degradation across your BESS fleet. See which units are aging faster than expected before capacity tests reveal the problem.
Wind Turbine Health
Detect bearing wear, gearbox stress, and blade imbalances through spectral signature analysis of existing vibration and power data.
Solar Array Diagnostics
Identify underperforming strings, inverter degradation, and soiling patterns without additional sensors.
Fleet Coordination Insights
Understand how your assets interact. See oscillation modes and feedback dynamics across mixed fleets.
Maintenance Optimization
Prioritize maintenance based on actual equipment health, not calendar schedules. Reduce unnecessary inspections.
Performance Benchmarking
Compare identical assets across sites. Identify operational differences driving performance gaps.
Why Spectral Analysis?
Traditional analytics look at thresholds: "Is this value above the alarm limit?"
Spectral analysis looks at dynamics: "How is this system evolving?"
See Before Thresholds Trip
Degradation shows up in spectral signatures long before values cross alarm limits. Catch problems early.
No ML Training Required
Physics-based analysis works immediately. No months of training data, no model drift, no black boxes.
Tagless Configuration
Our engine auto-discovers asset signatures from raw data streams. No manual tag mapping per site.
Microsecond Analysis
~5-10 Ξs spectral computation. Process your entire fleet in real-time, not batch overnight jobs.
Better insights than ML-based systems â
without touching a single control signal.
Simple, Safe Deployment
Connect
Read-only connection to your historian or SCADA mirror. No firewall changes to control networks.
Analyze
Spectral engine auto-discovers your assets. No tag mapping. No configuration weeks.
Advise
Dashboards and reports for your operators. They see insights. They make decisions.
Warranty Safe Guarantee
Atlas Edge operates with strictly read-only access. We never write to PLCs, never issue setpoints, never modify control parameters. Your OEM warranties remain fully intact.
Current Status
Spectral analytics engine â production ready
Read-only data ingestion architecture
Fleet coherence and health scoring algorithms
Tagless auto-discovery engine for wind, solar, and battery assets
Pilot deployments with utility partners
Automated ingestion of CIM/SEL/point lists for true tagless onboarding
For asset owners who want better insights without warranty risk:
Atlas Automations LLC âĒ Physics-first analytics for energy assets
ÂĐ 2024-2025 â All Rights Reserved