⚡
Optimal Dispatch Schedule
Hourly MW charge/discharge setpoints from the HJB two-pass lookahead optimizer. Direct feed for BESS controllers and EMS load-following systems.
Fields: Timestamp · Strategy · Dispatch MW · DA/RT Price
Use Case: EMS load scheduling, BESS controllers, day-ahead commitment
CSV
JSON
SCADA API
🌊
Frequency Response Signals
Swing Equation solver telemetry — grid frequency, RoCoF (df/dt), and synthetic inertia injection u(t). Tuned per market: 50 Hz (ENTSO-E) or 60 Hz (ERCOT/SEN).
Fields: Frequency Hz · RoCoF · Inertia u(t) · Cumulative Savings
Use Case: Governor control, synthetic inertia inverters, UFR settings
Real-Time
CSV
IEC 61850
💰
Price Forecast & Arbitrage
Day-ahead and real-time LMP forecasts with pre-identified charge/discharge windows. Includes spike detection and spread ratios per hour.
Fields: DA LMP · RT LMP · Spread Ratio · Action Tag · Spike Flag
Use Case: Trading desk auto-bidding, merchant scheduling, congestion analysis
CSV
JSON
Trading API
🔋
Battery SOC / SOH Telemetry
Full state-of-charge trajectory, state-of-health degradation tracking, cycle count, and estimated remaining battery life with degradation-aware optimization.
Fields: SOC % · SOH · Cycle Count · Degradation Cost · Est. Life
Use Case: BMS integration, predictive maintenance, warranty tracking
CSV
JSON
BMS Feed
🛡️
Ancillary Services Bids
Per-interval capacity and price bids for RegUp, RegDown, and Responsive Reserve Service (RRS). Optimized for maximum ancillary revenue during hold periods.
Fields: Service · Capacity MW · Price $/MW · Revenue per Interval
Use Case: ISO ancillary market auto-bidding, reserve compliance
CSV
JSON
ISO Portal
📊
Savings & Revenue Reports
Capital recovery analysis — total uplift vs baseline, royalty split, MWh gap quantification, and annual projections. PDF-ready for regulatory filings and investor decks.
Fields: Net Profit · Revenue · Uplift % · Degradation · Annual Projection
Use Case: Finance systems, regulatory compliance, investor reporting
PDF
JSON
Markdown
🎯
Automated Market Bids
Auto-generated DAM and RTM bid submissions for energy and ancillary services. Price-quantity offer curves optimized by HJB dispatch, ready for ISO portal upload.
Fields: Bid ID · Product · Price/MW · Capacity · Interval · Status
Use Case: ISO auto-bidding, QSE offer submission, energy trading desks
DAM
RTM
ISO API
🔮
Load & Price Forecasts
AI-driven predictions of future electricity demand, LMP prices, solar irradiance, and wind generation. 24h–72h horizon with confidence intervals for risk-aware bidding.
Fields: Hour · Load MW · Price $/MWh · Solar MW · Wind MW · CI Band
Use Case: Day-ahead planning, renewable integration, risk management
AI/ML
CSV
API
⚡
Reactive Power (Q) Setpoints
MVAR commands for voltage support at the Point of Interconnection. Power factor correction, volt-VAR optimization, and grid-forming inverter control for POI compliance.
Fields: Timestamp · Q MVAR · Power Factor · Voltage kV · Mode
Use Case: Volt-VAR controllers, POI compliance, grid-forming inverters
IEC 61850
SCADA
Real-Time
📉
Demand Charge Management
Behind-the-meter peak shaving signals that predict and clip demand spikes before they hit the utility meter. Reduces ratcheted demand charges by 15–40%.
Fields: Interval · Load kW · Peak Target · BESS Action · Savings
Use Case: C&I facilities, TOU optimization, utility bill reduction
BTM
CSV
BMS
🌐
VPP / DER Fleet Signals
Coordinated dispatch commands for geographically distributed BESS, solar, and EV charger fleets. Aggregate capacity into a single virtual power plant for ISO participation.
Fields: Site ID · Asset Type · Setpoint MW · Available MW · Status
Use Case: VPP aggregation, DER fleet management, grid flexibility markets
VPP
OpenADR
API
💱
Revenue Stacking Analytics
Multi-stream revenue decomposition — arbitrage, ancillary services, capacity payments, demand charge savings, and renewable credits broken out per interval.
Fields: Stream · Interval · Revenue $ · % of Total · Opportunity Cost
Use Case: Asset valuation, investor reporting, strategy optimization
Dashboard
JSON
PDF
🧪
Scenario Modeling
What-if simulations across tariff structures, battery configurations, market conditions, and degradation paths. Pre-deployment ROI validation and sensitivity analysis.
Fields: Scenario · Config · NPV · IRR · Payback · Risk Score
Use Case: Pre-deployment analysis, tariff comparison, financing decisions
Simulation
JSON
PDF
📱
Portfolio Dashboard Feed
Aggregated fleet-wide telemetry for multi-site operators. Roll-up views of SOC, revenue, dispatch compliance, and alarm status across geographically distributed assets.
Fields: Site · Fleet MW · Avg SOC · Revenue · Uptime % · Alarms
Use Case: Fleet operations, NOC monitoring, executive dashboards
WebSocket
REST
Dashboard
🛡️
Warranty Compliance Monitor
Ensures dispatch stays within OEM warranty bounds — cycle count limits, C-rate constraints, temperature envelopes, and SOC operating windows. Prevents warranty-voiding events.
Fields: Cycle Count · C-Rate · Temp °C · SOC Window · Warranty Status
Use Case: OEM compliance, predictive maintenance, asset protection
BMS
Alerts
JSON