Energy Market
Intelligence

LYU LLC helps trading, analytics, and risk teams convert complex market, operational, and regulatory data into execution-ready decisions across ERCOT, PJM, and MISO.

Practitioner-Led Advisory

Analytics, Risk, and Data Infrastructure
for Energy Trading

Built on 3 years of hands-on delivery in commodity and digital-asset environments, our work spans data quality controls, congestion analytics, constraint optimization with Gurobi, scenario modeling, and executive-ready reporting.

Brand Relationship: Grid Alpha is a DBA brand of LYU LLC focused on energy trading intelligence. gridalpha.us

Data Analysis for energy trading decision support
Service Focus

Risk Analytics
and Strategy Support

Energy trading consulting services

From spread and volatility diagnostics to congestion and compliance-aligned reporting, we help leadership teams evaluate risk, prioritize actions, and improve execution discipline with optimization-backed recommendations.

Selected Recent Work

  • Automated ERCOT and MISO data operations: Delivered reusable ETL and standardization frameworks for DAM, SCED, bids/offers, and reporting workflows.
  • PJM cross-source validation programs: Led data integrity initiatives aligning official PJM data with external providers, including discrepancy resolution and auditability documentation.

Explore optimization use cases (Gurobi)

Regional Markets

ERCOT / PJM / MISO Hub

Official data entry points organized by ISO/RTO for faster monitoring and analysis workflow.

Supply and Demand

Real-time supply-demand balance and operating conditions.

Open Dashboard

Grid Conditions

Current and forecasted ERCOT system condition indicators.

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RT LMP Full View

Contour view of real-time LMP behavior across ERCOT nodes.

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How we use these dashboards: We convert raw operational signals into congestion, price-risk, and timing insights.

View all ERCOT dashboards