Grid Modernization and Simulation on Databricks

Grid planning is no longer a static, periodic exercise. Utilities must continuously evaluate how EV adoption, renewable integration, and changing consumption patterns impact capacity, congestion, and reliability. Yet grid data often lives across disconnected operational and planning systems, making large-scale simulations slow and inconsistent.

zeb designed the Grid Modernization and Simulation solution on the Databricks Data Intelligence Platform to unify grid, asset, EV, and weather data into a single governed analytics foundation that supports both operational visibility and long-term planning.

Creating a unified foundation for grid and EV data

The solution brings together SCADA, EMS/DMS, AMI, GIS, DER, EV charging platforms, and weather data into a Lakehouse built on Delta Lake. Unity Catalog enforces governance, lineage, and access control across the Medallion architecture.

Planners, operators, and analysts now work from consistent datasets and shared definitions, eliminating discrepancies between operational telemetry and planning models.

Standardized filing and disclosure reporting

Regulator-Aligned Dashboards: Financial statements, regulatory disclosures, ESG metrics, and compliance KPIs are presented in consistent, regulator-ready formats using Databricks SQL, reducing formatting effort and interpretation differences across teams.
End-To-End Traceability: Every reported number links back to its source system and transformation logic, enabling transparent reviews and faster audit responses.
Reusable Reporting Templates: Common report structures can be reused across internal management reports and external filings, ensuring consistency while supporting multiple regulations and reporting periods.

Bringing GenAI into grid planning

Databricks AI/Genie enables natural-language interaction with planning and simulation results. Users can ask questions such as expected impacts of new EV chargers in a specific zone or identify substations approaching capacity limits.

GenAI translates these questions into governed queries and returns explainable insights backed by trusted data.

What sets this solution apart

Grid operations and planning run on the same governed platform. Simulations, forecasting models, and GenAI experiences operate directly on curated Lakehouse data. Governance and auditability are built in through Unity Catalog, ensuring that every scenario and result is traceable.

A scenario in practice

A utility struggled to evaluate EV charging expansion and renewable integration using fragmented planning tools. After implementing zeb’s Grid Modernization and Simulation solution on Databricks:

load and congestion prediction accuracy improved by up to 50%
planning and simulation cycles became up to 40% faster
EV infrastructure investments were better aligned with actual demand
grid reliability improved through proactive capacity planning

A foundation for future-ready grid planning

zeb’s Grid Modernization and Simulation solution provides a scalable, governed foundation for modern utility planning. Built on the Databricks Data Intelligence Platform, it supports reliable operations, EV growth, and long-term grid modernization.

As a trusted Databricks partner, zeb designs and implements grid intelligence platforms that integrate with existing utility ecosystems and evolve with future planning needs.