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Home/Services/Industry — Energy & Utilities
// Industry — Energy & Utilities

Grid optimization, from forecast to dispatch.

Demand forecasting, renewable energy prediction, predictive maintenance for grid assets, anomaly detection. AI for the energy transition.

POWER GRID MANAGEMENT · NOR-CAL REGION · 24H FORECASTGRIDSOLAR6.2 GW☀WIND2.8 GWGAS8.2 GWSTORAGE1.2 GW24H LOAD FORECASTPEAK0h12h24hREAL-TIME METRICSCurrent load: 18.4 GW12:00 PM · May 24Peak forecast: 21.8 GW6:00 PM · ±0.4 GWSolar: 6.2 GWForecast: 7.1 GW @ 2pmWind: 2.8 GWForecast: 3.4 GW @ 8pmReserve: 2.2 GWSpinning + non-spinningPRICINGCurrent: $42/MWhPeak forecast: $68 @ 6pmDISPATCH PLANGas ramp: +1.2 GWStorage discharge: 0.8 GWFORECASTING
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Demand & Generation Forecasting

Short-term and long-term forecasting for electricity demand, solar, wind, and renewable generation.

// Details

  • Load forecasting (15-min to multi-year)
  • Solar and wind generation prediction
  • Weather-driven demand modeling
  • Grid balancing and dispatch optimization

// Output formats

Time-series DBCSVSCADA integration
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Grid Monitoring & Optimization

Real-time grid health monitoring, fault detection, and optimal power flow for transmission and distribution networks.

// Details

  • Fault detection and localization
  • Voltage and frequency stability monitoring
  • Optimal power flow (OPF)
  • Distributed energy resource (DER) integration

// Output formats

SCADADNP3IEC 61850JSON
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Asset Health & Predictive Maintenance

Monitor transformers, turbines, and grid infrastructure — predict failures before they happen.

// Details

  • Transformer health monitoring
  • Turbine anomaly detection (wind, hydro)
  • Transmission line inspection (drone + CV)
  • Remaining useful life (RUL) prediction

// Output formats

Sensor streamsImagesTime-series DB
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Energy Trading & Markets

Price forecasting, trading strategy optimization, and risk management for energy markets.

// Details

  • Electricity price forecasting (day-ahead, real-time)
  • Trading strategy backtesting
  • Portfolio optimization and risk management
  • Renewable energy certificate (REC) optimization

// Output formats

Market feedsCSVJSON API
// Work with us

Ready to ship? Let's scope it together.

Whether it's labeled data, a fine-tuned model, a RAG pipeline, or an agent running in production — bring us the brief. We'll scope it, price it, and tell you honestly if we're the right team. Inside 48 hours, no commitment.