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Solstice Residential Energy (VPP) Pack (Sample)
A high-fidelity synthetic dataset for residential energy transition and VPP operations. This dataset simulates the lifecycle of residential solar and battery systems, including installation pipelines, daily generation/consumption telemetry, and Virtual Power Plant (VPP) dispatch events.
Built by Solstice AI Studio as a free sample of a larger commercial pack. 100% synthetic — no real household or utility data.
What's in the box
This dataset consists of 16 interconnected tables covering:
- Asset Dimensions:
households,solar_systems,battery_systems,utility_tariffs - Telemetry Fact Tables:
daily_generation_consumption - Operational Events:
outage_events,dispatch_events,service_tickets - VPP & Commercial:
subscriber_contracts,vpp_program_enrollment,billing_and_savings - Growth & Marketing:
installation_pipeline,channel_attribution
Use Cases
- VPP Optimization: Train RL agents to optimize battery dispatch during grid stress events.
- Grid Stability Research: Model the impact of residential solar/storage on simulated grid outages.
- Customer Analytics: Identify high-propensity households for VPP enrollment based on usage patterns.
- Financial Modeling: Simulate savings and ROI for residential solar portfolios under different tariff structures.
Data Provenance
Generated using Solstice’s PhantasOS / SIMA simulation engine. The simulation models physics-aligned generation (based on simulated weather seeds) and realistic household load profiles, alongside commercial contract logic.
Get the Full Pack
Scale this dataset to 100K+ households, multiple utility regions, and high-resolution (15-min) telemetry. www.solsticestudio.ai/datasets
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